| NoBS |  | 0.65 1 | 0.60 15 | 3.03 30 | 2.38 63 | 0.31 24 | 0.24 1 | 0.05 19 | 0.79 1 | 0.38 1 | 0.27 1 | 1.08 45 | 0.27 14 | 0.08 1 | 3.07 36 | 0.26 1 | 0.00 1 | 0.02 115 | 0.00 1 | 0.06 367 | 0.13 213 | 0.01 9 |
|
| BLMT-Stereo |  | 0.99 7 | 0.51 2 | 3.10 36 | 2.65 94 | 0.36 50 | 0.56 3 | 0.27 68 | 1.94 3 | 1.86 46 | 1.00 22 | 2.57 81 | 1.18 67 | 0.15 2 | 1.90 4 | 1.49 154 | 0.14 402 | 0.01 51 | 0.00 1 | 0.02 261 | 0.03 52 | 0.03 61 |
|
| Pro-Stereo |  | 1.58 44 | 0.49 1 | 3.02 29 | 2.86 117 | 0.49 87 | 5.49 247 | 0.77 117 | 2.05 5 | 1.90 48 | 1.48 67 | 1.19 50 | 1.46 80 | 0.15 2 | 8.09 197 | 1.54 159 | 0.16 414 | 0.03 158 | 0.00 1 | 0.30 539 | 0.04 83 | 0.02 23 |
|
| MLG-Stereo_test2 |  | 1.52 37 | 0.64 26 | 2.81 13 | 2.52 77 | 1.79 305 | 2.76 57 | 0.16 54 | 4.70 25 | 1.80 43 | 1.75 86 | 0.08 2 | 3.21 167 | 0.17 4 | 7.28 162 | 0.64 32 | 0.02 243 | 0.11 393 | 0.00 1 | 0.00 1 | 0.04 83 | 0.03 61 |
|
| MGA |  | 1.52 37 | 0.75 52 | 3.13 40 | 2.32 55 | 1.59 276 | 3.94 113 | 0.86 125 | 4.84 29 | 2.96 106 | 1.47 65 | 1.42 56 | 1.41 79 | 0.19 5 | 4.46 86 | 0.75 50 | 0.03 284 | 0.15 446 | 0.00 1 | 0.00 1 | 0.06 107 | 0.04 95 |
|
| WAFT-Stereo (ZS) |  | 0.89 2 | 0.68 35 | 2.58 7 | 1.08 1 | 0.31 24 | 1.44 17 | 0.13 42 | 3.02 11 | 1.19 10 | 1.69 79 | 1.00 40 | 0.16 1 | 0.20 6 | 3.69 59 | 0.60 27 | 0.01 156 | 0.01 51 | 0.01 271 | 0.05 344 | 0.02 11 | 0.01 9 |
|
| derf |  | 1.23 18 | 0.58 10 | 3.00 24 | 2.94 130 | 0.35 45 | 1.60 22 | 0.09 28 | 4.56 22 | 3.52 133 | 1.15 32 | 0.33 12 | 1.14 66 | 0.25 7 | 4.24 77 | 0.48 11 | 0.01 156 | 0.07 292 | 0.00 1 | 0.25 511 | 0.02 11 | 0.02 23 |
|
| qqai |  | 1.38 27 | 0.60 15 | 3.39 54 | 2.92 127 | 0.35 45 | 1.60 22 | 0.11 39 | 5.17 36 | 3.33 127 | 1.10 28 | 0.34 13 | 3.06 164 | 0.27 8 | 4.38 81 | 0.57 20 | 0.02 243 | 0.06 262 | 0.00 1 | 0.28 527 | 0.02 11 | 0.03 61 |
|
| 252Zero-FE |  | 1.52 37 | 0.84 88 | 3.49 64 | 2.85 116 | 0.54 99 | 1.97 30 | 0.08 25 | 6.14 85 | 4.11 146 | 1.76 88 | 3.45 105 | 0.16 1 | 0.27 8 | 3.61 56 | 0.82 62 | 0.01 156 | 0.10 371 | 0.08 407 | 0.04 314 | 0.04 83 | 0.03 61 |
|
| mm2 |  | 1.15 14 | 0.62 18 | 2.88 15 | 1.99 18 | 0.33 41 | 1.31 12 | 0.01 1 | 4.81 27 | 2.56 70 | 1.17 33 | 0.47 23 | 2.11 129 | 0.28 10 | 3.83 64 | 0.54 15 | 0.01 156 | 0.02 115 | 0.00 1 | 0.00 1 | 0.02 11 | 0.02 23 |
|
| mm1 |  | 1.12 12 | 0.62 18 | 2.88 15 | 1.99 18 | 0.33 41 | 1.31 12 | 0.01 1 | 4.21 17 | 2.56 70 | 1.17 33 | 0.47 23 | 2.11 129 | 0.28 10 | 3.83 64 | 0.54 15 | 0.01 156 | 0.02 115 | 0.00 1 | 0.00 1 | 0.02 11 | 0.02 23 |
|
| PointNet |  | 1.43 29 | 0.63 23 | 3.11 37 | 2.08 26 | 0.29 22 | 2.64 50 | 0.19 60 | 5.26 38 | 3.30 126 | 1.94 97 | 0.68 33 | 2.46 143 | 0.28 10 | 4.68 93 | 0.83 64 | 0.01 156 | 0.09 349 | 0.00 1 | 0.02 261 | 0.02 11 | 0.03 61 |
|
| Foundation-i32 |  | 0.97 5 | 0.54 3 | 2.57 6 | 2.24 39 | 0.21 7 | 1.31 12 | 0.09 28 | 4.21 17 | 0.95 6 | 1.20 37 | 0.42 17 | 2.79 159 | 0.29 13 | 1.78 2 | 0.54 15 | 0.02 243 | 0.08 330 | 0.03 325 | 0.00 1 | 0.03 52 | 0.03 61 |
|
| small-0shot |  | 1.30 23 | 0.80 72 | 3.44 58 | 1.62 7 | 0.88 175 | 1.41 16 | 1.95 295 | 3.34 14 | 1.24 13 | 1.25 41 | 4.13 125 | 1.63 91 | 0.34 14 | 3.17 42 | 0.76 54 | 0.02 243 | 0.01 51 | 0.00 1 | 0.00 1 | 0.02 11 | 0.02 23 |
|
| CAR |  | 1.55 41 | 0.76 58 | 3.35 50 | 2.32 55 | 1.32 241 | 3.23 80 | 0.68 103 | 5.27 39 | 2.97 107 | 2.35 124 | 0.87 36 | 1.67 93 | 0.35 15 | 4.80 95 | 0.84 72 | 0.03 284 | 0.16 457 | 0.00 1 | 0.00 1 | 0.06 107 | 0.04 95 |
|
| MSE-Stereo |  | 1.49 33 | 0.75 52 | 3.35 50 | 2.32 55 | 1.32 241 | 3.23 80 | 0.68 103 | 5.27 39 | 2.97 107 | 1.47 65 | 0.87 36 | 1.67 93 | 0.35 15 | 4.46 86 | 0.75 50 | 0.03 284 | 0.15 446 | 0.00 1 | 0.00 1 | 0.06 107 | 0.04 95 |
|
| SCION-M(vits-remse) |  | 2.78 142 | 0.74 47 | 14.97 570 | 10.56 617 | 1.61 279 | 6.03 308 | 0.13 42 | 6.02 75 | 2.87 98 | 1.35 48 | 2.11 67 | 0.30 19 | 0.36 17 | 6.72 144 | 0.83 64 | 0.82 590 | 0.16 457 | 0.00 1 | 0.02 261 | 0.02 11 | 0.02 23 |
|
| SCION-Mon(vits-remp) |  | 4.42 248 | 4.67 586 | 14.97 570 | 10.56 617 | 8.33 651 | 29.06 658 | 0.13 42 | 6.02 75 | 2.87 98 | 1.35 48 | 2.11 67 | 0.30 19 | 0.36 17 | 6.72 144 | 0.83 64 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 261 | 0.02 11 | 0.02 23 |
|
| monster-pro |  | 1.75 60 | 0.74 47 | 3.64 72 | 2.27 43 | 1.62 282 | 5.99 299 | 0.14 48 | 6.02 75 | 2.87 98 | 1.35 48 | 2.11 67 | 0.30 19 | 0.36 17 | 6.78 149 | 0.83 64 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 261 | 0.02 11 | 0.02 23 |
|
| MonStereo |  | 1.76 62 | 0.75 52 | 3.64 72 | 2.27 43 | 1.61 279 | 6.04 310 | 0.14 48 | 6.02 75 | 2.88 102 | 1.35 48 | 2.11 67 | 0.30 19 | 0.36 17 | 6.84 151 | 0.83 64 | 0.00 1 | 0.00 1 | 0.00 1 | 0.01 215 | 0.02 11 | 0.02 23 |
|
| Monster-pub-eth3d |  | 1.75 60 | 0.75 52 | 3.64 72 | 2.27 43 | 1.62 282 | 6.02 307 | 0.14 48 | 6.02 75 | 2.87 98 | 1.35 48 | 2.11 67 | 0.30 19 | 0.36 17 | 6.59 137 | 0.83 64 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 261 | 0.02 11 | 0.02 23 |
|
| MonSter |  | 1.74 59 | 0.74 47 | 3.64 72 | 2.27 43 | 1.62 282 | 6.01 304 | 0.13 42 | 6.02 75 | 2.88 102 | 1.35 48 | 2.11 67 | 0.30 19 | 0.36 17 | 6.50 134 | 0.83 64 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 261 | 0.02 11 | 0.02 23 |
|
| GREATEN-IGEV_RVC |   | 1.78 64 | 1.12 181 | 4.60 139 | 2.29 53 | 0.65 125 | 3.08 70 | 0.74 113 | 6.01 74 | 3.02 110 | 2.15 112 | 1.00 40 | 2.13 131 | 0.37 23 | 6.80 150 | 1.47 151 | 0.00 1 | 0.00 1 | 0.03 325 | 0.00 1 | 0.03 52 | 0.08 177 |
|
| monsterstereo |  | 2.41 114 | 0.98 136 | 4.33 124 | 4.12 251 | 4.48 504 | 1.80 24 | 0.08 25 | 5.78 63 | 5.21 187 | 3.36 169 | 7.40 228 | 0.25 10 | 0.37 23 | 8.92 236 | 1.00 107 | 0.01 156 | 0.01 51 | 0.00 1 | 0.00 1 | 0.02 11 | 0.01 9 |
|
| MCSU-Stereo |  | 1.76 62 | 0.54 3 | 3.43 57 | 2.57 87 | 0.32 30 | 3.22 78 | 0.57 94 | 5.56 49 | 3.23 118 | 2.38 126 | 3.86 119 | 3.78 185 | 0.40 25 | 3.99 69 | 1.20 133 | 0.00 1 | 0.02 115 | 0.00 1 | 0.00 1 | 0.02 11 | 0.03 61 |
|
| GCAP-Stereo-DPT-3K |  | 3.15 176 | 0.89 109 | 5.41 204 | 2.73 102 | 4.54 512 | 4.68 171 | 1.28 160 | 9.18 193 | 9.89 302 | 5.93 246 | 11.97 303 | 1.79 106 | 0.42 26 | 3.06 35 | 0.85 74 | 0.00 1 | 0.07 292 | 0.00 1 | 0.07 380 | 0.09 162 | 0.04 95 |
|
| gcap-zeroshot |  | 2.89 149 | 0.89 109 | 5.46 210 | 2.84 113 | 4.48 504 | 4.56 153 | 1.32 167 | 8.66 180 | 7.60 253 | 5.67 241 | 10.03 264 | 1.78 102 | 0.45 27 | 2.69 24 | 1.04 112 | 0.00 1 | 0.07 292 | 0.00 1 | 0.06 367 | 0.10 186 | 0.04 95 |
|
| testlalala |  | 2.89 149 | 0.89 109 | 5.46 210 | 2.84 113 | 4.48 504 | 4.56 153 | 1.32 167 | 8.66 180 | 7.60 253 | 5.67 241 | 10.03 264 | 1.78 102 | 0.45 27 | 2.69 24 | 1.04 112 | 0.00 1 | 0.07 292 | 0.00 1 | 0.06 367 | 0.10 186 | 0.04 95 |
|
| Monster-pub-mixall |  | 1.84 68 | 0.85 96 | 3.45 61 | 2.27 43 | 0.94 188 | 2.43 44 | 0.54 92 | 6.32 96 | 2.65 85 | 3.04 160 | 3.56 106 | 0.38 30 | 0.49 29 | 8.93 237 | 0.74 47 | 0.01 156 | 0.06 262 | 0.00 1 | 0.00 1 | 0.04 83 | 0.04 95 |
|
| GCAP-Stereo-DPT-5K |  | 3.02 165 | 0.89 109 | 5.34 197 | 2.90 125 | 4.48 504 | 4.69 172 | 1.34 170 | 8.59 173 | 8.81 281 | 5.94 248 | 10.70 283 | 1.84 110 | 0.51 30 | 2.94 29 | 1.12 120 | 0.00 1 | 0.07 292 | 0.00 1 | 0.04 314 | 0.09 162 | 0.04 95 |
|
| test_for_model |  | 3.02 165 | 0.89 109 | 5.34 197 | 2.90 125 | 4.48 504 | 4.69 172 | 1.34 170 | 8.59 173 | 8.81 281 | 5.94 248 | 10.70 283 | 1.84 110 | 0.51 30 | 2.94 29 | 1.12 120 | 0.00 1 | 0.07 292 | 0.00 1 | 0.04 314 | 0.09 162 | 0.04 95 |
|
| LiteMatch* |   | 1.32 24 | 0.85 96 | 4.93 162 | 2.28 49 | 0.28 18 | 2.07 31 | 0.03 13 | 4.90 33 | 2.57 75 | 1.39 60 | 0.67 31 | 1.58 89 | 0.52 32 | 3.52 51 | 0.69 43 | 0.01 156 | 0.01 51 | 0.00 1 | 0.00 1 | 0.04 83 | 0.06 144 |
|
| LG-Stereo_L2 |  | 1.59 46 | 0.87 102 | 4.31 123 | 2.54 81 | 0.69 133 | 2.76 57 | 0.44 81 | 6.85 114 | 1.57 27 | 1.59 71 | 0.39 16 | 0.39 31 | 0.52 32 | 7.85 187 | 0.82 62 | 0.04 305 | 0.12 406 | 0.00 1 | 0.00 1 | 0.03 52 | 0.02 23 |
|
| MLG-Stereo_test1 |  | 1.51 36 | 0.65 32 | 3.00 24 | 2.47 71 | 2.46 367 | 2.84 60 | 0.16 54 | 5.64 53 | 1.77 40 | 0.98 20 | 0.09 4 | 1.53 85 | 0.52 32 | 7.44 170 | 0.56 18 | 0.02 243 | 0.09 349 | 0.00 1 | 0.03 290 | 0.03 52 | 0.02 23 |
|
| DEFOM-Stereo |  | 2.21 94 | 0.88 104 | 3.63 70 | 3.42 182 | 0.89 178 | 13.14 471 | 0.83 122 | 4.68 24 | 1.96 50 | 2.72 146 | 1.66 62 | 0.59 40 | 0.54 35 | 8.53 211 | 0.68 39 | 0.00 1 | 0.01 51 | 0.00 1 | 0.00 1 | 0.02 11 | 0.02 23 |
|
| gcap_with_dpt |  | 2.78 142 | 0.83 82 | 5.55 223 | 3.02 142 | 4.35 498 | 5.14 226 | 1.31 164 | 7.11 120 | 4.14 147 | 5.93 246 | 11.93 302 | 2.05 127 | 0.57 36 | 2.55 20 | 0.80 57 | 0.00 1 | 0.08 330 | 0.01 271 | 0.09 405 | 0.11 198 | 0.05 127 |
|
| LG-Stereo_L1 |  | 1.59 46 | 0.89 109 | 4.07 110 | 2.55 83 | 0.95 189 | 2.93 62 | 0.50 87 | 6.75 109 | 1.54 24 | 1.32 47 | 0.24 11 | 0.50 36 | 0.59 37 | 7.91 188 | 0.85 74 | 0.04 305 | 0.12 406 | 0.01 271 | 0.00 1 | 0.03 52 | 0.02 23 |
|
| GCAP-Stereo-DPT-2K |  | 3.06 168 | 0.86 99 | 5.37 201 | 2.84 113 | 4.43 502 | 4.03 119 | 1.27 159 | 7.50 132 | 7.27 249 | 6.46 257 | 12.28 308 | 2.19 135 | 0.60 38 | 4.86 97 | 0.90 83 | 0.00 1 | 0.07 292 | 0.00 1 | 0.08 389 | 0.09 162 | 0.05 127 |
|
| PSi22b |  | 1.02 8 | 0.57 7 | 2.28 2 | 2.14 30 | 0.25 8 | 1.23 9 | 0.13 42 | 5.00 35 | 0.90 3 | 0.64 3 | 0.09 4 | 3.29 168 | 0.60 38 | 2.65 22 | 0.46 9 | 0.03 284 | 0.11 393 | 0.00 1 | 0.00 1 | 0.03 52 | 0.03 61 |
|
| anonymous |  | 1.69 54 | 1.18 202 | 3.53 65 | 2.59 89 | 0.64 120 | 0.79 4 | 1.14 149 | 2.34 9 | 2.34 63 | 3.20 165 | 6.92 219 | 2.58 148 | 0.61 40 | 4.97 101 | 0.88 81 | 0.02 243 | 0.01 51 | 0.00 1 | 0.00 1 | 0.03 52 | 0.06 144 |
|
| LACA3 |  | 1.38 27 | 0.90 118 | 2.71 10 | 1.21 2 | 0.85 170 | 2.34 41 | 1.64 218 | 4.58 23 | 1.22 11 | 1.13 30 | 0.63 30 | 0.64 46 | 0.61 40 | 8.78 227 | 0.31 2 | 0.01 156 | 0.01 51 | 0.00 1 | 0.00 1 | 0.03 52 | 0.00 1 |
|
| dual_stereo |  | 1.57 42 | 0.64 26 | 2.56 5 | 2.33 58 | 0.47 80 | 2.62 48 | 0.08 25 | 4.85 30 | 1.95 49 | 1.01 24 | 0.69 34 | 1.90 115 | 0.61 40 | 10.34 288 | 0.96 95 | 0.01 156 | 0.20 487 | 0.00 1 | 0.18 460 | 0.01 1 | 0.03 61 |
|
| IGEV |   | 1.86 70 | 0.58 10 | 3.90 95 | 2.40 65 | 3.49 438 | 4.20 129 | 0.97 136 | 7.16 122 | 3.22 116 | 2.00 105 | 4.16 127 | 0.26 13 | 0.62 43 | 3.40 45 | 0.65 35 | 0.03 284 | 0.09 349 | 0.00 1 | 0.00 1 | 0.03 52 | 0.02 23 |
|
| MLG-Stereo_test3 |  | 1.57 42 | 0.69 38 | 3.82 89 | 2.19 35 | 1.34 250 | 3.92 112 | 0.25 65 | 5.89 70 | 1.27 17 | 0.91 16 | 1.07 44 | 1.99 120 | 0.64 44 | 6.09 125 | 1.10 117 | 0.03 284 | 0.09 349 | 0.00 1 | 0.00 1 | 0.05 100 | 0.04 95 |
|
| MLG-Stereo |  | 1.48 31 | 0.65 32 | 3.04 31 | 2.52 77 | 0.79 160 | 3.11 73 | 0.16 54 | 6.26 89 | 1.80 43 | 0.84 10 | 0.10 8 | 1.51 84 | 0.65 45 | 7.44 170 | 0.53 14 | 0.02 243 | 0.09 349 | 0.00 1 | 0.03 290 | 0.03 52 | 0.02 23 |
|
| LG-Stereo |  | 2.43 117 | 1.44 297 | 7.64 331 | 3.73 221 | 0.82 167 | 3.64 102 | 1.24 157 | 6.41 100 | 5.30 190 | 1.97 99 | 7.31 224 | 0.84 55 | 0.74 46 | 4.85 96 | 2.21 234 | 0.05 332 | 0.04 183 | 0.01 271 | 0.03 290 | 0.33 371 | 0.10 196 |
|
| FlowAnything_test |  | 3.13 174 | 1.42 287 | 6.59 275 | 8.69 560 | 1.35 253 | 8.70 385 | 2.51 340 | 7.60 138 | 3.03 111 | 4.10 198 | 2.67 86 | 3.52 179 | 0.75 47 | 5.86 120 | 4.48 372 | 0.06 353 | 0.03 158 | 0.15 479 | 0.66 609 | 0.16 239 | 0.18 303 |
|
| monsters |  | 2.21 94 | 1.25 228 | 4.09 112 | 3.59 208 | 4.35 498 | 2.20 37 | 0.18 59 | 8.31 167 | 2.84 97 | 4.11 199 | 2.86 89 | 0.20 3 | 0.76 48 | 8.41 206 | 0.95 94 | 0.01 156 | 0.01 51 | 0.00 1 | 0.00 1 | 0.02 11 | 0.01 9 |
|
| DF_test |  | 1.16 16 | 0.75 52 | 2.75 11 | 2.67 99 | 1.02 192 | 1.32 15 | 0.02 10 | 2.28 8 | 2.21 56 | 0.82 9 | 0.99 39 | 1.98 117 | 0.78 49 | 3.72 61 | 0.39 4 | 0.08 368 | 0.04 183 | 0.00 1 | 0.00 1 | 1.25 564 | 0.14 254 |
|
| BStereo |   | 3.05 167 | 1.51 326 | 15.51 575 | 2.95 133 | 1.03 194 | 5.97 298 | 3.41 387 | 6.02 75 | 5.56 199 | 2.75 148 | 1.76 65 | 2.49 145 | 0.78 49 | 7.72 180 | 3.07 297 | 0.01 156 | 0.03 158 | 0.04 350 | 0.09 405 | 0.09 162 | 0.17 293 |
|
| Anonymus123 |  | 3.68 216 | 1.51 326 | 15.51 575 | 2.95 133 | 1.03 194 | 12.63 461 | 3.41 387 | 11.91 251 | 5.56 199 | 2.75 148 | 1.76 65 | 2.49 145 | 0.78 49 | 7.72 180 | 3.07 297 | 0.01 156 | 0.03 158 | 0.04 350 | 0.09 405 | 0.09 162 | 0.17 293 |
|
| AIO-Stereo |   | 2.91 153 | 1.19 207 | 5.14 179 | 4.15 253 | 0.79 160 | 4.67 169 | 1.76 258 | 9.59 202 | 5.19 186 | 2.66 142 | 4.76 158 | 5.40 233 | 0.78 49 | 10.30 287 | 1.23 136 | 0.00 1 | 0.06 262 | 0.00 1 | 0.36 560 | 0.09 162 | 0.15 275 |
|
| LACA2 |  | 1.22 17 | 1.14 187 | 4.34 126 | 1.32 4 | 0.20 5 | 3.03 67 | 0.14 48 | 5.79 64 | 1.12 9 | 1.06 27 | 0.67 31 | 0.56 39 | 0.80 53 | 3.67 58 | 0.44 6 | 0.00 1 | 0.03 158 | 0.00 1 | 0.00 1 | 0.01 1 | 0.01 9 |
|
| S2M2_L |  | 2.06 80 | 1.28 238 | 4.05 109 | 3.20 158 | 1.14 217 | 2.31 38 | 0.06 22 | 6.26 89 | 6.67 225 | 1.75 86 | 4.48 142 | 4.47 204 | 0.81 54 | 2.36 16 | 1.52 157 | 0.25 466 | 0.10 371 | 0.03 325 | 0.00 1 | 0.49 448 | 0.03 61 |
| Junhong Min, Youngpil Jeon, Jimin Kim, Minyong Choi: S^2M^2 : Scalable Stereo Matching Model for Reliable Depth Estimation. ICCV 2025 |
| RAStereo |  | 2.32 105 | 1.08 164 | 6.36 269 | 3.73 221 | 1.39 257 | 1.81 26 | 0.12 41 | 7.70 141 | 7.44 252 | 2.27 119 | 3.94 123 | 3.43 171 | 0.81 54 | 3.55 54 | 2.47 252 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.29 332 | 0.07 162 |
|
| GREATEN-IGEV-FM_RVC |   | 1.90 72 | 1.45 299 | 5.03 172 | 2.56 85 | 0.79 160 | 4.83 195 | 0.59 96 | 5.97 72 | 4.88 170 | 2.41 127 | 0.38 14 | 1.65 92 | 0.82 56 | 4.47 88 | 1.84 191 | 0.00 1 | 0.00 1 | 0.00 1 | 0.07 380 | 0.12 204 | 0.11 215 |
|
| Wavelet-MonSter |  | 1.61 52 | 0.84 88 | 4.03 104 | 2.47 71 | 2.55 373 | 2.93 62 | 0.03 13 | 4.71 26 | 1.40 20 | 1.96 98 | 4.34 133 | 0.34 28 | 0.83 57 | 4.87 98 | 0.90 83 | 0.00 1 | 0.03 158 | 0.02 305 | 0.00 1 | 0.02 11 | 0.03 61 |
|
| PipStereo |  | 1.06 10 | 0.57 7 | 2.29 3 | 2.16 31 | 0.26 10 | 1.22 8 | 0.10 34 | 5.28 42 | 0.91 4 | 0.64 3 | 0.09 4 | 3.41 170 | 0.88 58 | 2.66 23 | 0.46 9 | 0.02 243 | 0.10 371 | 0.00 1 | 0.00 1 | 0.03 52 | 0.04 95 |
|
| qwe |  | 2.30 100 | 0.82 78 | 3.76 85 | 2.60 91 | 2.75 390 | 4.59 160 | 0.28 69 | 6.62 105 | 2.90 104 | 4.62 214 | 4.62 149 | 0.55 38 | 0.89 59 | 8.78 227 | 2.09 220 | 0.00 1 | 0.01 51 | 0.00 1 | 0.00 1 | 0.07 132 | 0.14 254 |
|
| DepthFocus |  | 1.04 9 | 0.68 35 | 3.33 49 | 1.97 15 | 0.42 69 | 1.27 11 | 0.87 127 | 2.04 4 | 1.22 11 | 0.66 5 | 1.71 64 | 1.75 100 | 0.90 60 | 3.46 46 | 0.44 6 | 0.00 1 | 0.01 51 | 0.00 1 | 0.00 1 | 0.01 1 | 0.04 95 |
|
| CES |  | 3.85 226 | 1.14 187 | 2.91 20 | 3.05 144 | 11.37 684 | 5.37 241 | 1.02 140 | 9.52 200 | 8.82 283 | 3.50 176 | 9.21 252 | 1.78 102 | 0.90 60 | 6.53 135 | 2.37 243 | 0.02 243 | 0.04 183 | 0.01 271 | 0.00 1 | 1.62 580 | 7.74 689 |
|
| LGtest1 |  | 1.48 31 | 0.75 52 | 4.03 104 | 2.33 58 | 0.65 125 | 3.02 66 | 0.11 39 | 6.12 84 | 1.51 23 | 1.41 62 | 1.48 57 | 0.65 47 | 0.93 62 | 5.60 110 | 0.81 60 | 0.03 284 | 0.12 406 | 0.00 1 | 0.00 1 | 0.10 186 | 0.04 95 |
|
| HiDET |  | 1.32 24 | 0.56 6 | 3.12 39 | 2.54 81 | 0.43 76 | 1.92 28 | 0.02 10 | 5.70 56 | 2.72 88 | 1.35 48 | 0.52 28 | 1.27 72 | 0.97 63 | 4.05 70 | 1.19 131 | 0.00 1 | 0.01 51 | 0.00 1 | 0.00 1 | 0.01 1 | 0.02 23 |
|
| 4.5_new |  | 1.82 66 | 0.79 68 | 3.44 58 | 2.35 60 | 1.84 308 | 5.69 276 | 1.28 160 | 5.59 51 | 2.60 77 | 3.74 182 | 3.37 100 | 0.43 32 | 0.97 63 | 3.16 40 | 0.98 97 | 0.01 156 | 0.01 51 | 0.00 1 | 0.00 1 | 0.07 132 | 0.16 284 |
|
| 4.5w-stereo |  | 1.83 67 | 0.79 68 | 3.45 61 | 2.35 60 | 1.84 308 | 5.69 276 | 1.29 163 | 5.59 51 | 2.60 77 | 3.75 183 | 3.37 100 | 0.43 32 | 0.97 63 | 3.16 40 | 0.98 97 | 0.01 156 | 0.01 51 | 0.00 1 | 0.00 1 | 0.07 132 | 0.16 284 |
|
| VeloStereo |  | 0.98 6 | 0.69 38 | 3.01 26 | 2.02 21 | 0.36 50 | 1.52 20 | 0.04 16 | 2.25 6 | 1.26 15 | 0.80 7 | 0.46 21 | 2.04 124 | 0.99 66 | 3.52 51 | 0.57 20 | 0.00 1 | 0.03 158 | 0.00 1 | 0.01 215 | 0.03 52 | 0.04 95 |
|
| flow |  | 1.07 11 | 0.69 38 | 3.01 26 | 2.02 21 | 0.36 50 | 1.52 20 | 0.04 16 | 2.25 6 | 1.26 15 | 0.80 7 | 0.46 21 | 2.04 124 | 0.99 66 | 5.35 106 | 0.57 20 | 0.00 1 | 0.03 158 | 0.00 1 | 0.01 215 | 0.03 52 | 0.04 95 |
|
| Test_v1 |  | 1.60 50 | 0.76 58 | 3.26 43 | 2.18 33 | 1.25 229 | 2.17 35 | 0.16 54 | 7.01 117 | 3.12 114 | 1.44 63 | 2.91 90 | 1.49 82 | 1.02 68 | 4.48 89 | 0.68 39 | 0.01 156 | 0.04 183 | 0.00 1 | 0.00 1 | 0.03 52 | 0.04 95 |
|
| PSi22a |  | 0.94 4 | 0.55 5 | 2.07 1 | 2.13 29 | 0.25 8 | 1.14 7 | 0.09 28 | 4.93 34 | 0.89 2 | 0.74 6 | 0.08 2 | 2.33 139 | 1.03 69 | 1.87 3 | 0.49 13 | 0.01 156 | 0.05 222 | 0.00 1 | 0.00 1 | 0.03 52 | 0.03 61 |
|
| DispViT+ |  | 2.39 112 | 0.66 34 | 3.18 41 | 1.32 4 | 5.13 545 | 2.80 59 | 0.09 28 | 12.73 276 | 6.26 214 | 1.59 71 | 1.01 42 | 0.71 50 | 1.06 70 | 9.26 252 | 1.35 144 | 0.62 561 | 0.00 1 | 0.00 1 | 0.00 1 | 0.03 52 | 0.02 23 |
|
| test410 |  | 1.58 44 | 0.84 88 | 5.01 171 | 1.88 11 | 2.08 338 | 4.75 184 | 0.10 34 | 5.86 66 | 2.44 66 | 0.99 21 | 1.04 43 | 0.91 57 | 1.08 71 | 3.17 42 | 1.27 137 | 0.00 1 | 0.07 292 | 0.00 1 | 0.00 1 | 0.03 52 | 0.02 23 |
|
| PhaseNet |  | 2.46 121 | 1.14 187 | 3.75 84 | 3.35 176 | 0.92 186 | 5.85 287 | 0.43 80 | 7.96 150 | 3.27 124 | 2.28 120 | 2.35 74 | 6.22 254 | 1.10 72 | 6.36 130 | 3.43 319 | 0.15 411 | 0.09 349 | 0.00 1 | 0.00 1 | 0.06 107 | 0.42 438 |
|
| CSFM-Stereo |  | 1.49 33 | 0.59 12 | 3.11 37 | 2.47 71 | 0.31 24 | 3.07 69 | 0.15 52 | 6.28 95 | 2.36 64 | 2.48 131 | 1.08 45 | 1.50 83 | 1.10 72 | 4.29 80 | 0.89 82 | 0.02 243 | 0.02 115 | 0.00 1 | 0.00 1 | 0.02 11 | 0.03 61 |
|
| rgla |  | 1.61 52 | 1.09 170 | 4.67 142 | 2.51 76 | 3.68 448 | 4.15 122 | 0.03 13 | 5.64 53 | 2.61 81 | 0.92 17 | 0.78 35 | 0.25 10 | 1.14 74 | 3.81 62 | 0.75 50 | 0.00 1 | 0.02 115 | 0.00 1 | 0.01 215 | 0.08 149 | 0.03 61 |
|
| depth_test_26 |  | 1.49 33 | 0.71 41 | 3.27 44 | 2.28 49 | 0.49 87 | 1.24 10 | 0.09 28 | 3.12 12 | 2.29 58 | 0.41 2 | 7.44 229 | 2.01 121 | 1.14 74 | 4.48 89 | 0.61 31 | 0.01 156 | 0.05 222 | 0.00 1 | 0.03 290 | 0.03 52 | 0.12 226 |
|
| Replicate-Monster |  | 2.63 130 | 3.33 555 | 11.97 514 | 2.38 63 | 1.08 205 | 3.13 74 | 0.44 81 | 6.76 110 | 4.42 156 | 3.79 184 | 1.30 52 | 0.66 48 | 1.15 76 | 8.78 227 | 0.48 11 | 0.01 156 | 0.08 330 | 0.00 1 | 0.00 1 | 0.26 310 | 2.68 622 |
|
| AIO_rvc |  | 2.81 145 | 1.10 173 | 4.88 158 | 3.63 212 | 2.59 376 | 5.36 240 | 1.85 277 | 8.21 163 | 4.37 154 | 1.60 73 | 4.74 154 | 4.74 213 | 1.16 77 | 10.10 283 | 1.13 124 | 0.47 532 | 0.04 183 | 0.00 1 | 0.04 314 | 0.15 228 | 0.12 226 |
|
| S2M2_XL |  | 0.93 3 | 0.78 63 | 3.42 55 | 1.97 15 | 0.27 16 | 0.44 2 | 0.01 1 | 1.71 2 | 0.99 7 | 1.17 33 | 2.70 87 | 1.74 98 | 1.21 78 | 1.17 1 | 1.00 107 | 0.00 1 | 0.01 51 | 0.01 271 | 0.00 1 | 0.02 11 | 0.02 23 |
| Junhong Min, Youngpil Jeon, Jimin Kim, Minyong Choi: S^2M^2 : Scalable Stereo Matching Model for Reliable Depth Estimation. ICCV 2025 |
| CAS |  | 5.20 281 | 0.78 63 | 3.30 46 | 17.06 683 | 7.59 638 | 8.07 376 | 6.31 495 | 9.46 199 | 9.09 287 | 4.57 213 | 10.67 281 | 1.91 116 | 1.22 79 | 4.18 76 | 2.16 230 | 10.33 707 | 0.02 115 | 0.00 1 | 0.02 261 | 0.44 420 | 6.83 676 |
|
| MonSter++ |  | 1.28 21 | 0.63 23 | 2.88 15 | 2.00 20 | 0.32 30 | 2.14 34 | 0.01 1 | 4.86 32 | 2.56 70 | 1.63 74 | 0.45 19 | 2.17 133 | 1.25 80 | 3.81 62 | 0.84 72 | 0.01 156 | 0.02 115 | 0.00 1 | 0.00 1 | 0.01 1 | 0.02 23 |
|
| MGS-Stereo |  | 3.26 187 | 1.29 242 | 6.73 282 | 3.30 172 | 0.47 80 | 4.89 199 | 1.55 201 | 6.15 86 | 8.88 286 | 4.31 203 | 10.15 267 | 5.48 235 | 1.27 81 | 8.09 197 | 1.97 205 | 0.04 305 | 0.01 51 | 0.02 305 | 0.00 1 | 0.57 481 | 0.04 95 |
|
| GeoVLM |  | 1.29 22 | 0.62 18 | 2.88 15 | 2.04 23 | 0.32 30 | 2.13 32 | 0.01 1 | 4.81 27 | 2.57 75 | 1.67 78 | 0.50 27 | 2.09 128 | 1.29 82 | 3.91 67 | 0.85 74 | 0.01 156 | 0.02 115 | 0.00 1 | 0.00 1 | 0.02 11 | 0.02 23 |
|
| MatchStereo |   | 1.70 57 | 0.88 104 | 3.85 90 | 2.11 28 | 0.14 1 | 2.35 42 | 0.33 73 | 5.87 67 | 4.80 166 | 0.90 13 | 4.35 135 | 0.81 54 | 1.32 83 | 4.93 99 | 1.30 139 | 0.01 156 | 0.05 222 | 0.00 1 | 0.00 1 | 0.01 1 | 0.01 9 |
| Tingman Yan, Tao Liu, Xilian Yang, Qunfei Zhao, Zeyang Xia: MatchAttention: Matching the Relative Positions for High-Resolution Cross-View Matching. Arxiv, 2025 |
| test410_97500 |  | 1.59 46 | 0.81 73 | 4.83 155 | 1.96 14 | 1.52 268 | 4.75 184 | 0.10 34 | 5.87 67 | 2.45 67 | 0.90 13 | 1.32 53 | 1.03 62 | 1.33 84 | 3.51 50 | 1.22 135 | 0.00 1 | 0.06 262 | 0.00 1 | 0.00 1 | 0.03 52 | 0.02 23 |
|
| LCMNet |  | 1.70 57 | 0.59 12 | 2.97 23 | 1.86 9 | 0.58 106 | 1.95 29 | 0.09 28 | 6.27 91 | 7.21 244 | 1.23 40 | 1.48 57 | 1.25 71 | 1.34 85 | 6.03 123 | 1.05 115 | 0.00 1 | 0.01 51 | 0.00 1 | 0.00 1 | 0.02 11 | 0.02 23 |
|
| SGD-Stereo |  | 1.88 71 | 0.76 58 | 3.80 87 | 2.37 62 | 0.33 41 | 3.48 93 | 0.93 133 | 6.52 101 | 2.22 57 | 3.84 187 | 1.08 45 | 1.78 102 | 1.34 85 | 8.32 203 | 0.70 44 | 0.09 373 | 0.01 51 | 0.00 1 | 0.00 1 | 0.06 107 | 0.03 61 |
|
| AIO_test |  | 2.59 129 | 0.89 109 | 4.07 110 | 3.70 218 | 2.35 360 | 5.35 239 | 2.39 333 | 8.10 157 | 4.33 152 | 1.35 48 | 4.60 146 | 4.27 198 | 1.35 87 | 7.29 164 | 0.71 46 | 0.76 578 | 0.07 292 | 0.00 1 | 0.09 405 | 0.06 107 | 0.03 61 |
|
| mms |  | 2.86 147 | 1.38 276 | 5.26 190 | 3.68 215 | 1.84 308 | 4.23 132 | 4.01 412 | 8.01 151 | 4.29 151 | 2.43 129 | 5.53 194 | 3.05 162 | 1.35 87 | 9.22 249 | 2.06 216 | 0.00 1 | 0.06 262 | 0.00 1 | 0.00 1 | 0.36 384 | 0.44 445 |
|
| LGCAT |  | 1.26 19 | 0.62 18 | 2.91 20 | 2.64 93 | 0.31 24 | 1.47 18 | 0.01 1 | 2.88 10 | 1.65 34 | 1.31 46 | 0.45 19 | 1.79 106 | 1.38 89 | 5.91 121 | 0.85 74 | 0.10 381 | 0.42 579 | 0.00 1 | 0.00 1 | 0.01 1 | 0.44 445 |
|
| IGEV-BASED-STEREO- |  | 7.61 411 | 27.25 718 | 41.87 688 | 2.73 102 | 0.41 64 | 4.25 133 | 1.50 187 | 6.63 106 | 3.87 142 | 4.31 203 | 3.78 116 | 2.48 144 | 1.39 90 | 5.67 111 | 1.56 162 | 25.09 727 | 0.05 222 | 0.01 271 | 0.08 389 | 4.67 648 | 14.58 713 |
|
| testmc14 |  | 1.36 26 | 0.57 7 | 3.06 32 | 2.59 89 | 0.35 45 | 3.43 91 | 0.73 111 | 3.49 16 | 1.80 43 | 1.39 60 | 2.52 78 | 2.65 153 | 1.41 91 | 2.18 10 | 0.93 89 | 0.00 1 | 0.02 115 | 0.00 1 | 0.02 261 | 0.03 52 | 0.10 196 |
|
| CAS++ |  | 4.07 240 | 1.67 390 | 6.02 253 | 4.17 254 | 1.02 192 | 4.26 134 | 1.68 225 | 19.10 421 | 10.01 304 | 9.18 299 | 9.17 250 | 1.98 117 | 1.41 91 | 9.54 260 | 1.73 179 | 0.02 243 | 0.05 222 | 0.00 1 | 0.00 1 | 0.32 363 | 0.11 215 |
| Junhong Min, Youngpil Jeon: Confidence Aware Stereo Matching for Realistic Cluttered Scenario. ICIP 2024 |
| fffft |  | 2.58 128 | 0.86 99 | 5.15 182 | 3.15 153 | 1.32 241 | 4.44 146 | 4.17 420 | 8.04 154 | 3.29 125 | 3.03 159 | 2.20 73 | 1.88 114 | 1.45 93 | 10.41 291 | 1.80 185 | 0.00 1 | 0.04 183 | 0.00 1 | 0.00 1 | 0.31 353 | 0.10 196 |
| 1: 1. 1 |
| GREAT-IGEV |   | 2.18 91 | 1.15 194 | 4.04 106 | 2.89 124 | 0.69 133 | 2.95 64 | 0.20 61 | 5.82 65 | 5.88 205 | 0.92 17 | 5.07 175 | 1.08 63 | 1.46 94 | 9.60 263 | 0.86 79 | 0.00 1 | 0.13 422 | 0.00 1 | 0.24 505 | 0.14 220 | 0.46 452 |
| Jiahao LI, Xinhong Chen, Zhengmin JIANG, Qian Zhou, Yung-Hui Li, Jianping Wang: Global Regulation and Excitation via Attention Tuning for Stereo Matching. ICCV2025 |
| UniTT-Stereo |  | 2.89 149 | 0.90 118 | 6.74 284 | 4.08 246 | 2.42 363 | 2.63 49 | 0.42 78 | 5.57 50 | 4.88 170 | 5.36 237 | 7.63 231 | 1.09 64 | 1.47 95 | 8.80 231 | 5.11 395 | 0.03 284 | 0.07 292 | 0.00 1 | 0.01 215 | 0.48 439 | 0.11 215 |
|
| DF |  | 3.48 199 | 1.24 226 | 6.65 277 | 4.11 250 | 1.07 202 | 4.50 149 | 1.71 243 | 8.04 154 | 4.39 155 | 3.91 193 | 9.37 253 | 9.95 337 | 1.48 96 | 9.73 269 | 2.61 260 | 0.01 156 | 0.22 505 | 0.00 1 | 0.33 552 | 0.06 107 | 0.16 284 |
|
| LACA_dic |  | 1.15 14 | 0.73 44 | 2.51 4 | 2.24 39 | 0.31 24 | 1.89 27 | 0.06 22 | 3.15 13 | 1.02 8 | 1.64 76 | 0.20 9 | 1.79 106 | 1.58 97 | 5.41 107 | 0.42 5 | 0.04 305 | 0.03 158 | 0.00 1 | 0.00 1 | 0.01 1 | 0.00 1 |
|
| AdaDepth |  | 2.20 92 | 0.82 78 | 4.90 160 | 3.27 168 | 2.91 402 | 3.54 100 | 0.70 107 | 5.30 44 | 3.05 112 | 1.73 84 | 3.31 98 | 0.49 35 | 1.60 98 | 10.91 320 | 0.96 95 | 0.03 284 | 0.11 393 | 0.00 1 | 0.23 495 | 0.04 83 | 0.03 61 |
|
| U |  | 3.65 214 | 0.64 26 | 5.91 246 | 3.91 237 | 11.89 690 | 11.50 438 | 0.20 61 | 7.66 140 | 5.38 191 | 1.79 90 | 2.55 80 | 0.76 52 | 1.61 99 | 2.34 14 | 0.70 44 | 0.00 1 | 0.04 183 | 10.60 705 | 5.47 694 | 0.04 83 | 0.02 23 |
|
| 4D-IteraStereo |  | 5.15 277 | 1.47 303 | 7.98 349 | 4.89 323 | 4.69 519 | 6.25 317 | 1.85 277 | 13.23 290 | 16.30 399 | 14.18 391 | 11.26 292 | 8.33 310 | 1.61 99 | 8.07 194 | 2.42 245 | 0.00 1 | 0.05 222 | 0.08 407 | 0.01 215 | 0.19 258 | 0.15 275 |
|
| WQFJA1++ |  | 2.38 111 | 0.59 12 | 4.21 121 | 2.66 97 | 1.85 311 | 2.47 45 | 0.29 72 | 7.02 118 | 2.10 53 | 3.41 173 | 2.43 77 | 0.68 49 | 1.63 101 | 7.27 161 | 1.00 107 | 0.01 156 | 0.05 222 | 0.01 271 | 0.01 215 | 9.83 685 | 0.09 184 |
|
| DLNR-FE |  | 27.66 701 | 51.31 734 | 91.55 770 | 98.52 780 | 97.91 778 | 3.10 71 | 0.50 87 | 31.55 590 | 7.66 256 | 8.18 282 | 15.67 341 | 7.31 290 | 1.63 101 | 11.88 379 | 4.21 361 | 40.23 735 | 0.89 641 | 0.06 384 | 0.34 555 | 80.38 762 | 0.24 363 |
|
| DLNR_Zeroshot_test |   | 27.62 700 | 51.32 735 | 91.46 768 | 98.51 779 | 98.03 779 | 3.10 71 | 0.50 87 | 30.95 581 | 7.65 255 | 8.16 281 | 15.68 343 | 7.31 290 | 1.63 101 | 11.87 378 | 4.21 361 | 40.37 736 | 0.87 638 | 0.06 384 | 0.34 555 | 80.23 761 | 0.24 363 |
|
| CASnet |  | 3.91 228 | 1.03 150 | 4.68 143 | 4.98 326 | 0.27 16 | 4.99 211 | 2.95 366 | 11.02 242 | 11.02 314 | 10.61 321 | 11.76 299 | 4.15 195 | 1.65 104 | 5.85 119 | 1.91 197 | 0.50 538 | 0.00 1 | 0.59 577 | 0.12 430 | 0.13 213 | 0.02 23 |
| Junhong Min, Youngpil Jeon: Confidence Aware Stereo Matching for Realistic Cluttered Scenario. ICIP 2024 submissions (1861) |
| XX-TBD |  | 4.45 249 | 10.67 660 | 3.01 26 | 10.28 610 | 0.57 105 | 5.84 285 | 0.07 24 | 7.57 136 | 12.24 332 | 11.43 331 | 14.74 331 | 4.07 192 | 1.66 105 | 4.51 91 | 2.05 214 | 0.01 156 | 0.01 51 | 0.00 1 | 0.00 1 | 0.26 310 | 0.01 9 |
|
| RAFT-Stereo-weight |  | 5.07 273 | 0.93 124 | 5.57 228 | 4.24 264 | 0.72 149 | 6.05 311 | 1.63 216 | 17.77 388 | 17.16 409 | 10.99 327 | 10.22 271 | 12.06 378 | 1.67 106 | 9.25 251 | 2.69 267 | 0.06 353 | 0.11 393 | 0.00 1 | 0.00 1 | 0.15 228 | 0.12 226 |
|
| EGLCR-Stereo |  | 2.92 155 | 1.06 154 | 5.28 192 | 3.38 179 | 0.55 101 | 4.59 160 | 0.66 101 | 10.43 226 | 4.81 167 | 3.30 167 | 3.23 95 | 7.93 302 | 1.71 107 | 9.22 249 | 1.62 169 | 0.05 332 | 0.12 406 | 0.00 1 | 0.00 1 | 0.23 286 | 0.16 284 |
|
| HART |  | 3.80 223 | 1.52 330 | 5.45 209 | 4.85 318 | 0.51 92 | 4.41 145 | 0.76 115 | 12.59 272 | 5.08 183 | 5.95 250 | 12.76 312 | 6.87 275 | 1.72 108 | 10.71 306 | 1.84 191 | 0.00 1 | 0.13 422 | 0.10 438 | 0.00 1 | 0.45 422 | 0.26 374 |
|
| RSM |  | 3.10 173 | 0.98 136 | 4.86 157 | 4.17 254 | 1.08 205 | 4.76 187 | 1.83 274 | 10.14 218 | 4.21 148 | 3.38 171 | 4.34 133 | 7.82 298 | 1.75 109 | 10.69 303 | 1.64 172 | 0.00 1 | 0.03 158 | 0.00 1 | 0.18 460 | 0.13 213 | 0.07 162 |
|
| Selective-IGEV |  | 3.06 168 | 1.11 176 | 4.98 164 | 3.56 200 | 1.66 287 | 4.73 177 | 2.14 309 | 10.73 237 | 4.56 158 | 2.93 152 | 4.60 146 | 5.54 237 | 1.77 110 | 10.82 315 | 1.69 175 | 0.00 1 | 0.01 51 | 0.00 1 | 0.14 441 | 0.06 107 | 0.13 243 |
|
| Selective-IGEV-i32 |  | 3.06 168 | 1.11 176 | 4.98 164 | 3.56 200 | 1.63 285 | 4.72 176 | 2.15 310 | 10.74 238 | 4.55 157 | 2.94 154 | 4.60 146 | 5.53 236 | 1.78 111 | 10.82 315 | 1.69 175 | 0.00 1 | 0.01 51 | 0.00 1 | 0.14 441 | 0.06 107 | 0.13 243 |
|
| LACA1 |  | 1.12 12 | 0.73 44 | 2.61 8 | 1.25 3 | 0.59 109 | 2.50 46 | 0.45 83 | 4.45 20 | 0.93 5 | 1.64 76 | 0.22 10 | 0.47 34 | 1.78 111 | 4.39 82 | 0.36 3 | 0.00 1 | 0.03 158 | 0.00 1 | 0.00 1 | 0.02 11 | 0.02 23 |
|
| GCAP-BAT |  | 3.64 212 | 1.06 154 | 7.37 320 | 3.46 188 | 3.60 444 | 2.72 53 | 1.55 201 | 8.93 185 | 12.16 329 | 4.62 214 | 6.47 209 | 7.18 286 | 1.80 113 | 9.68 266 | 1.82 190 | 0.04 305 | 0.10 371 | 0.00 1 | 0.01 215 | 0.07 132 | 0.14 254 |
|
| GCAPDPT-zeroshot |  | 3.64 212 | 1.06 154 | 7.35 319 | 3.46 188 | 3.60 444 | 2.72 53 | 1.55 201 | 8.93 185 | 12.16 329 | 4.62 214 | 6.47 209 | 7.18 286 | 1.80 113 | 9.68 266 | 1.81 187 | 0.04 305 | 0.10 371 | 0.00 1 | 0.01 215 | 0.07 132 | 0.14 254 |
|
| Anonymus |   | 2.10 83 | 1.12 181 | 3.31 48 | 3.49 192 | 0.52 96 | 2.37 43 | 0.28 69 | 5.87 67 | 2.72 88 | 2.59 136 | 1.68 63 | 4.85 217 | 1.81 115 | 8.52 210 | 2.63 264 | 0.10 381 | 0.04 183 | 0.00 1 | 0.00 1 | 0.04 83 | 0.13 243 |
|
| SCV_C0 |  | 3.23 186 | 1.31 250 | 6.44 271 | 3.20 158 | 0.82 167 | 4.84 196 | 1.61 213 | 10.34 224 | 6.85 230 | 2.74 147 | 4.91 165 | 6.26 257 | 1.81 115 | 11.06 328 | 1.50 155 | 0.11 388 | 0.06 262 | 0.00 1 | 0.23 495 | 0.33 371 | 0.11 215 |
|
| VIP-Stereo |  | 3.13 174 | 1.39 279 | 4.85 156 | 3.02 142 | 4.34 496 | 15.03 512 | 1.76 258 | 5.70 56 | 3.66 136 | 1.87 94 | 5.38 180 | 2.42 141 | 1.84 117 | 9.45 257 | 1.65 173 | 0.00 1 | 0.08 330 | 0.00 1 | 0.00 1 | 0.06 107 | 0.13 243 |
|
| ours_stereo |  | 2.91 153 | 1.34 262 | 5.14 179 | 3.67 213 | 1.49 265 | 3.87 111 | 2.80 360 | 8.10 157 | 6.28 215 | 2.15 112 | 5.66 196 | 3.98 190 | 1.84 117 | 9.38 256 | 1.77 183 | 0.00 1 | 0.02 115 | 0.00 1 | 0.00 1 | 0.32 363 | 0.34 411 |
|
| 416test |  | 1.53 40 | 0.95 125 | 4.57 137 | 2.87 118 | 3.55 442 | 3.71 105 | 0.04 16 | 5.29 43 | 2.63 82 | 0.97 19 | 0.49 26 | 0.29 17 | 1.86 119 | 2.42 18 | 0.77 56 | 0.00 1 | 0.01 51 | 0.00 1 | 0.00 1 | 0.08 149 | 0.03 61 |
|
| RSM++ |  | 3.08 171 | 1.04 151 | 5.27 191 | 4.25 269 | 0.50 90 | 5.04 219 | 2.63 350 | 10.11 217 | 4.34 153 | 3.16 163 | 4.66 151 | 6.73 270 | 1.87 120 | 9.96 278 | 1.69 175 | 0.00 1 | 0.00 1 | 0.01 271 | 0.18 460 | 0.14 220 | 0.10 196 |
|
| 2.5w |  | 2.10 83 | 0.78 63 | 4.30 122 | 2.96 136 | 1.85 311 | 3.22 78 | 2.25 320 | 6.05 82 | 2.69 86 | 1.80 91 | 5.44 186 | 0.23 5 | 2.01 121 | 7.36 166 | 1.01 110 | 0.01 156 | 0.01 51 | 0.00 1 | 0.00 1 | 0.02 11 | 0.06 144 |
|
| 111111 |  | 2.45 118 | 1.01 143 | 3.89 94 | 3.60 209 | 4.13 478 | 3.49 96 | 0.23 64 | 8.63 179 | 3.25 119 | 2.15 112 | 4.26 132 | 2.29 138 | 2.03 122 | 8.86 235 | 0.94 91 | 0.01 156 | 0.02 115 | 0.08 407 | 0.00 1 | 0.14 220 | 0.04 95 |
|
| GLC_STEREO |  | 3.40 194 | 1.06 154 | 3.44 58 | 6.52 470 | 0.20 5 | 4.76 187 | 1.66 221 | 8.97 187 | 6.59 222 | 5.39 238 | 9.04 246 | 5.23 228 | 2.03 122 | 9.76 270 | 2.77 272 | 0.01 156 | 0.03 158 | 0.21 510 | 0.00 1 | 0.23 286 | 0.06 144 |
|
| castereo++ |  | 3.52 205 | 1.28 238 | 3.96 99 | 3.76 226 | 2.61 377 | 16.87 560 | 1.95 295 | 7.57 136 | 8.51 276 | 2.26 118 | 4.54 143 | 5.10 222 | 2.04 124 | 8.75 226 | 0.74 47 | 0.00 1 | 0.15 446 | 0.00 1 | 0.35 557 | 0.05 100 | 0.02 23 |
|
| 3.5w_stereo |  | 2.46 121 | 1.21 212 | 4.40 131 | 2.23 37 | 1.53 270 | 6.00 301 | 1.12 146 | 6.82 112 | 2.60 77 | 3.48 174 | 4.35 135 | 0.33 26 | 2.08 125 | 9.99 280 | 3.03 292 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.01 1 | 0.06 144 |
|
| 416test1013 |  | 1.60 50 | 0.97 134 | 4.71 148 | 2.88 120 | 3.51 439 | 4.22 131 | 0.05 19 | 5.31 45 | 2.64 84 | 0.90 13 | 0.43 18 | 0.29 17 | 2.09 126 | 3.02 33 | 0.76 54 | 0.00 1 | 0.01 51 | 0.00 1 | 0.00 1 | 0.10 186 | 0.03 61 |
|
| LG-G_1 |  | 2.14 87 | 0.64 26 | 4.04 106 | 3.18 156 | 0.37 54 | 11.00 430 | 0.60 97 | 6.27 91 | 1.55 25 | 1.28 42 | 1.15 48 | 1.34 76 | 2.14 127 | 8.08 195 | 0.99 99 | 0.04 305 | 0.12 406 | 0.00 1 | 0.00 1 | 0.06 107 | 0.03 61 |
|
| LG-G |  | 2.14 87 | 0.64 26 | 4.04 106 | 3.18 156 | 0.37 54 | 11.00 430 | 0.60 97 | 6.27 91 | 1.55 25 | 1.28 42 | 1.15 48 | 1.34 76 | 2.14 127 | 8.08 195 | 0.99 99 | 0.04 305 | 0.12 406 | 0.00 1 | 0.00 1 | 0.06 107 | 0.03 61 |
|
| CREStereo++_RVC |  | 4.61 257 | 0.99 141 | 3.70 79 | 4.08 246 | 2.01 333 | 3.94 113 | 0.10 34 | 9.10 191 | 16.94 408 | 8.65 295 | 16.77 360 | 4.46 203 | 2.18 129 | 5.72 114 | 3.12 301 | 0.00 1 | 0.00 1 | 0.00 1 | 10.32 716 | 0.02 11 | 0.01 9 |
| Junpeng Jing, Jiankun Li, Pengfei Xiong, Jiangyu Liu, Shuaicheng Liu, Yichen Guo, Xin Deng, Mai Xu, Lai Jiang, Leonid Sigal: Uncertainty Guided Adaptive Warping for Robust and Efficient Stereo Matching. ICCV2023 |
| XX-Stereo |  | 6.14 347 | 1.47 303 | 9.11 421 | 11.87 646 | 6.76 616 | 3.27 83 | 0.93 133 | 15.13 333 | 5.43 194 | 8.79 298 | 28.46 517 | 13.71 413 | 2.22 130 | 11.51 355 | 2.07 217 | 0.20 433 | 0.24 524 | 0.08 407 | 0.29 531 | 1.04 549 | 0.13 243 |
|
| Former-RAFT_DAM_RVC |  | 4.69 261 | 2.56 524 | 8.72 394 | 4.26 270 | 3.52 440 | 9.22 393 | 1.48 182 | 13.54 299 | 18.88 437 | 7.47 274 | 7.08 222 | 2.04 124 | 2.24 131 | 9.66 265 | 2.27 238 | 0.05 332 | 0.02 115 | 0.07 396 | 0.00 1 | 0.53 465 | 0.21 337 |
|
| GEAStereo |  | 1.94 73 | 0.95 125 | 3.61 68 | 3.84 232 | 0.64 120 | 4.39 142 | 1.50 187 | 8.01 151 | 2.33 61 | 2.24 116 | 2.61 83 | 1.19 68 | 2.25 132 | 3.50 47 | 1.15 126 | 0.01 156 | 0.06 262 | 0.05 361 | 0.00 1 | 0.22 271 | 0.14 254 |
|
| GSStereo |  | 2.16 89 | 0.95 125 | 3.61 68 | 4.08 246 | 0.64 120 | 4.39 142 | 1.50 187 | 8.60 176 | 4.56 158 | 2.71 144 | 2.61 83 | 1.86 112 | 2.25 132 | 3.50 47 | 1.15 126 | 0.00 1 | 0.07 292 | 0.00 1 | 0.39 570 | 0.22 271 | 0.15 275 |
|
| GS-Stereo |  | | | | | | | 1.50 187 | 8.60 176 | 4.56 158 | 2.71 144 | 2.61 83 | 1.86 112 | 2.25 132 | 3.50 47 | 1.15 126 | 0.00 1 | 0.07 292 | 0.00 1 | 0.39 570 | 0.22 271 | 0.15 275 |
|
| SMoEStereo_RVC |  | 2.81 145 | 1.07 161 | 5.08 175 | 3.86 236 | 0.60 113 | 6.39 327 | 1.91 287 | 7.82 145 | 3.79 139 | 3.87 189 | 3.69 113 | 2.78 158 | 2.25 132 | 10.60 298 | 1.99 208 | 0.00 1 | 0.02 115 | 0.03 325 | 0.00 1 | 0.25 299 | 0.17 293 |
|
| DN |  | 3.83 225 | 1.19 207 | 4.90 160 | 4.27 271 | 3.75 453 | 6.26 319 | 0.71 109 | 11.51 246 | 11.19 319 | 3.90 190 | 5.72 197 | 10.08 339 | 2.26 136 | 7.28 162 | 1.96 202 | 0.00 1 | 0.20 487 | 0.32 546 | 0.32 547 | 0.32 363 | 0.53 467 |
|
| asd |  | 2.06 80 | 0.78 63 | 3.85 90 | 2.45 68 | 2.18 346 | 3.99 116 | 0.35 74 | 6.94 115 | 2.60 77 | 2.99 157 | 2.79 88 | 0.52 37 | 2.27 137 | 8.33 204 | 0.93 89 | 0.02 243 | 0.01 51 | 0.00 1 | 0.00 1 | 0.07 132 | 0.11 215 |
|
| 999 |  | 3.44 196 | 0.92 121 | 4.78 150 | 4.69 305 | 2.34 359 | 7.58 367 | 2.20 312 | 9.81 210 | 6.11 211 | 2.96 155 | 4.79 160 | 5.07 221 | 2.27 137 | 12.10 397 | 2.76 271 | 0.03 284 | 0.09 349 | 0.00 1 | 0.00 1 | 0.29 332 | 0.10 196 |
|
| VMStereo-Base |   | 3.41 195 | 0.84 88 | 4.19 120 | 1.72 8 | 0.47 80 | 3.01 65 | 0.57 94 | 10.10 216 | 14.58 371 | 3.85 188 | 9.11 248 | 7.48 295 | 2.36 139 | 7.75 183 | 1.90 195 | 0.07 364 | 0.08 330 | 0.04 350 | 0.00 1 | 0.06 107 | 0.02 23 |
|
| 2.75w_new |  | 2.10 83 | 0.82 78 | 3.93 98 | 2.18 33 | 1.44 258 | 3.52 97 | 2.30 324 | 5.52 48 | 2.91 105 | 4.14 201 | 3.93 122 | 0.27 14 | 2.38 140 | 6.17 127 | 2.32 239 | 0.01 156 | 0.01 51 | 0.00 1 | 0.00 1 | 0.02 11 | 0.06 144 |
|
| MSKI-zero shot |  | 4.76 266 | 1.56 350 | 5.98 250 | 5.14 348 | 1.13 211 | 6.55 336 | 1.55 201 | 12.76 277 | 8.06 263 | 10.44 319 | 11.50 297 | 13.47 410 | 2.38 140 | 12.07 395 | 1.90 195 | 0.01 156 | 0.20 487 | 0.02 305 | 0.29 531 | 0.14 220 | 0.14 254 |
|
| tt45 |  | 3.20 182 | 0.95 125 | 4.36 127 | 3.73 221 | 1.86 313 | 8.19 378 | 2.05 306 | 9.12 192 | 3.36 130 | 5.60 240 | 4.42 139 | 4.61 212 | 2.39 142 | 11.00 324 | 1.96 202 | 0.00 1 | 0.04 183 | 0.00 1 | 0.01 215 | 0.32 363 | 0.10 196 |
|
| 4.25_new |  | 1.94 73 | 0.81 73 | 3.74 81 | 2.82 109 | 2.69 384 | 4.37 138 | 2.37 329 | 5.76 59 | 2.78 92 | 1.99 102 | 3.60 107 | 0.23 5 | 2.40 143 | 4.13 71 | 0.99 99 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 11 | 0.07 162 |
|
| 4.5w_new |  | 1.94 73 | 0.81 73 | 3.74 81 | 2.82 109 | 2.69 384 | 4.37 138 | 2.37 329 | 5.76 59 | 2.78 92 | 1.99 102 | 3.60 107 | 0.23 5 | 2.40 143 | 4.13 71 | 0.99 99 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 11 | 0.07 162 |
|
| 4.25w-stereo |  | 1.94 73 | 0.81 73 | 3.74 81 | 2.82 109 | 2.69 384 | 4.37 138 | 2.37 329 | 5.76 59 | 2.78 92 | 1.99 102 | 3.60 107 | 0.23 5 | 2.40 143 | 4.13 71 | 0.99 99 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 11 | 0.07 162 |
|
| IGEV-RUCA |  | 3.00 162 | 1.12 181 | 4.51 135 | 4.78 312 | 2.30 355 | 6.18 314 | 1.80 267 | 7.24 127 | 4.79 165 | 2.63 141 | 4.91 165 | 4.06 191 | 2.44 146 | 9.70 268 | 1.50 155 | 0.14 402 | 0.26 536 | 0.21 510 | 0.29 531 | 0.74 522 | 0.35 417 |
|
| 3.25w_new |  | 2.24 98 | 0.88 104 | 3.97 100 | 2.28 49 | 1.34 250 | 6.00 301 | 1.19 152 | 6.56 102 | 3.26 122 | 3.90 190 | 3.77 114 | 0.62 41 | 2.46 147 | 7.46 173 | 0.99 99 | 0.00 1 | 0.01 51 | 0.00 1 | 0.00 1 | 0.06 107 | 0.06 144 |
|
| 3.25w |  | 2.24 98 | 0.88 104 | 3.97 100 | 2.28 49 | 1.34 250 | 6.01 304 | 1.19 152 | 6.56 102 | 3.26 122 | 3.90 190 | 3.77 114 | 0.62 41 | 2.46 147 | 7.44 170 | 0.99 99 | 0.00 1 | 0.01 51 | 0.00 1 | 0.00 1 | 0.06 107 | 0.06 144 |
|
| 2.25w |  | 2.37 109 | 0.87 102 | 4.69 145 | 2.52 77 | 1.76 300 | 3.53 98 | 0.41 77 | 6.10 83 | 2.56 70 | 3.93 194 | 6.70 211 | 0.35 29 | 2.47 149 | 8.53 211 | 2.97 285 | 0.00 1 | 0.01 51 | 0.00 1 | 0.00 1 | 0.02 11 | 0.02 23 |
|
| over-8 |  | 1.69 54 | 1.25 228 | 3.48 63 | 3.07 145 | 0.32 30 | 4.01 117 | 0.01 1 | 5.22 37 | 1.74 38 | 1.21 38 | 1.34 54 | 1.34 76 | 2.51 150 | 7.71 179 | 0.57 20 | 0.01 156 | 0.00 1 | 0.00 1 | 0.00 1 | 0.03 52 | 0.00 1 |
|
| quiztm |  | 4.28 245 | 1.71 401 | 5.37 201 | 4.86 319 | 5.11 542 | 4.60 162 | 2.84 363 | 13.08 288 | 7.79 259 | 8.37 287 | 11.40 295 | 6.75 272 | 2.57 151 | 7.18 160 | 2.59 259 | 0.80 586 | 0.03 158 | 0.00 1 | 0.07 380 | 0.41 410 | 0.11 215 |
|
| over-9 |  | 1.69 54 | 1.39 279 | 3.63 70 | 2.94 130 | 0.33 41 | 3.77 107 | 0.02 10 | 5.32 46 | 1.78 41 | 1.29 44 | 0.98 38 | 1.27 72 | 2.62 152 | 7.78 184 | 0.66 36 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.04 83 | 0.00 1 |
|
| FAST (zero-shot) |  | 3.82 224 | 1.49 317 | 9.02 415 | 10.34 611 | 11.08 680 | 4.96 207 | 2.52 341 | 10.78 239 | 4.74 162 | 1.82 92 | 3.67 112 | 1.22 70 | 2.64 153 | 8.20 201 | 1.52 157 | 0.08 368 | 2.06 669 | 0.00 1 | 0.04 314 | 0.21 267 | 0.03 61 |
|
| HUF |  | 2.75 139 | 1.32 254 | 5.28 192 | 2.83 112 | 0.55 101 | 5.23 231 | 2.19 311 | 8.97 187 | 4.23 149 | 1.97 99 | 4.39 138 | 5.03 220 | 2.64 153 | 6.86 152 | 1.44 150 | 0.73 575 | 0.63 620 | 0.09 419 | 0.00 1 | 0.17 250 | 0.44 445 |
|
| GCAP-Stereo-DPT-36K |  | 4.05 239 | 10.05 653 | 27.86 650 | 2.06 24 | 3.89 459 | 3.82 109 | 1.73 245 | 8.20 161 | 3.20 115 | 2.36 125 | 4.75 155 | 2.89 160 | 2.70 155 | 4.26 79 | 0.58 24 | 0.04 305 | 0.14 439 | 0.00 1 | 0.44 586 | 0.47 436 | 1.52 582 |
|
| plain |  | 4.15 241 | 1.67 390 | 9.97 467 | 4.86 319 | 2.97 408 | 3.27 83 | 1.41 175 | 8.20 161 | 5.51 197 | 3.37 170 | 16.69 358 | 3.03 161 | 2.71 156 | 14.44 489 | 3.91 347 | 0.14 402 | 0.00 1 | 0.03 325 | 0.01 215 | 0.69 507 | 0.14 254 |
|
| Pointernet |  | 3.22 185 | 0.84 88 | 5.79 242 | 3.22 162 | 0.35 45 | 5.27 234 | 0.37 75 | 16.46 366 | 5.96 207 | 4.11 199 | 6.81 215 | 4.84 216 | 2.73 157 | 4.78 94 | 2.52 255 | 0.00 1 | 0.15 446 | 0.00 1 | 0.22 486 | 0.04 83 | 0.02 23 |
|
| SCV |  | 3.20 182 | 1.40 282 | 5.96 249 | 4.71 306 | 0.71 140 | 4.21 130 | 1.70 230 | 10.94 240 | 6.06 209 | 1.85 93 | 4.80 161 | 6.16 250 | 2.74 158 | 9.82 271 | 1.74 180 | 0.05 332 | 0.09 349 | 0.00 1 | 0.24 505 | 0.50 453 | 0.30 393 |
|
| 3.75w |  | 2.32 105 | 0.89 109 | 3.85 90 | 2.45 68 | 3.23 421 | 8.15 377 | 1.42 177 | 5.77 62 | 2.79 95 | 2.60 137 | 4.64 150 | 0.31 25 | 2.77 159 | 6.56 136 | 0.94 91 | 0.00 1 | 0.01 51 | 0.00 1 | 0.00 1 | 0.06 107 | 0.05 127 |
|
| BridgeDepth |   | 1.59 46 | 0.74 47 | 2.65 9 | 1.86 9 | 0.15 3 | 6.66 338 | 0.05 19 | 5.75 58 | 2.52 68 | 1.38 59 | 0.38 14 | 1.98 117 | 2.79 160 | 4.44 85 | 0.44 6 | 0.00 1 | 0.02 115 | 0.00 1 | 0.00 1 | 0.02 11 | 0.00 1 |
| Tongfan Guan, Jiaxin Guo, Chen Wang, Yun-Hui Liu: BridgeDepth: Bridging Monocular and Stereo Reasoning with Latent Alignment. ICCV 2025 Highlight |
| MM-Stereo_test3 |  | 5.71 323 | 1.22 214 | 5.59 232 | 5.84 413 | 5.43 568 | 4.74 182 | 6.54 509 | 19.30 423 | 23.72 496 | 8.53 292 | 11.36 294 | 7.15 283 | 2.84 161 | 8.62 216 | 2.51 254 | 0.05 332 | 0.07 292 | 0.00 1 | 0.00 1 | 0.45 422 | 0.17 293 |
|
| GELT-Stereo |  | 2.97 159 | 1.18 202 | 4.44 133 | 3.22 162 | 4.16 480 | 2.32 40 | 0.91 131 | 16.08 361 | 5.64 201 | 5.33 236 | 2.41 76 | 3.34 169 | 2.85 162 | 5.84 118 | 1.67 174 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.04 83 | 0.05 127 |
|
| FoundationStereo |  | 1.26 19 | 0.73 44 | 2.84 14 | 2.65 94 | 0.58 106 | 2.31 38 | 0.61 99 | 3.40 15 | 1.57 27 | 1.89 96 | 0.09 4 | 2.61 149 | 2.90 163 | 2.37 17 | 0.60 27 | 0.04 305 | 0.04 183 | 0.00 1 | 0.00 1 | 0.02 11 | 0.03 61 |
|
| over-6 |  | 1.85 69 | 1.26 232 | 3.73 80 | 2.47 71 | 0.35 45 | 2.67 51 | 0.25 65 | 9.42 194 | 2.07 51 | 1.03 25 | 1.50 59 | 1.02 59 | 2.97 164 | 7.54 174 | 0.56 18 | 0.09 373 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 11 | 0.00 1 |
|
| model_zeroshot |  | 5.12 276 | 1.53 332 | 9.70 457 | 5.33 372 | 1.54 273 | 8.71 386 | 2.23 318 | 15.60 347 | 8.29 271 | 13.74 385 | 10.02 263 | 10.57 346 | 2.97 164 | 8.47 208 | 2.61 260 | 0.02 243 | 0.18 473 | 0.14 472 | 0.25 511 | 0.06 107 | 0.34 411 |
|
| BridgeDepth_RVC |   | 1.46 30 | 0.72 42 | 2.76 12 | 1.47 6 | 0.75 155 | 4.05 121 | 0.01 1 | 5.97 72 | 1.58 31 | 1.29 44 | 1.19 50 | 1.02 59 | 2.98 166 | 3.52 51 | 0.87 80 | 0.79 584 | 0.08 330 | 0.12 455 | 0.05 344 | 0.01 1 | 0.00 1 |
| Tongfan Guan, Jiaxin Guo, Chen Wang, Yun-Hui Liu: BridgeDepth: Bridging Monocular and Stereo Reasoning with Latent Alignment. ICCV 2025 Highlight |
| asda |  | 1.95 77 | 0.81 73 | 4.14 118 | 2.66 97 | 1.93 325 | 3.30 86 | 0.86 125 | 5.92 71 | 3.10 113 | 2.41 127 | 3.10 92 | 0.63 44 | 2.99 167 | 5.57 109 | 1.48 152 | 0.02 243 | 0.01 51 | 0.00 1 | 0.00 1 | 0.07 132 | 0.07 162 |
|
| DNS |  | 9.38 477 | 14.54 683 | 3.54 66 | 2.57 87 | 1.33 246 | 3.06 68 | 1.47 181 | 9.42 194 | 3.79 139 | 1.36 57 | 4.88 164 | 3.61 181 | 3.07 168 | 29.11 658 | 22.21 624 | 0.13 399 | 3.45 697 | 0.42 559 | 0.41 574 | 38.21 732 | 40.94 741 |
|
| TS12 |  | 2.64 131 | 0.78 63 | 3.08 35 | 2.06 24 | 0.32 30 | 6.38 326 | 0.20 61 | 8.17 160 | 4.25 150 | 2.93 152 | 10.46 277 | 1.46 80 | 3.07 168 | 7.82 185 | 1.77 183 | 0.01 156 | 0.01 51 | 0.00 1 | 0.00 1 | 0.04 83 | 0.02 23 |
|
| GCAP-Stereo-DPT26K |  | 2.09 82 | 1.04 151 | 5.75 239 | 2.56 85 | 0.65 125 | 2.75 55 | 1.75 252 | 8.35 169 | 1.65 34 | 2.30 122 | 3.44 104 | 1.73 97 | 3.12 170 | 5.03 103 | 1.14 125 | 0.00 1 | 0.00 1 | 0.00 1 | 0.26 517 | 0.09 162 | 0.11 215 |
|
| fffy |  | 3.28 190 | 1.20 209 | 5.94 248 | 3.67 213 | 0.85 170 | 4.84 196 | 1.75 252 | 10.18 219 | 6.44 218 | 2.60 137 | 6.15 202 | 6.33 260 | 3.16 171 | 10.08 282 | 1.62 169 | 0.00 1 | 0.12 406 | 0.00 1 | 0.00 1 | 0.30 341 | 0.33 407 |
|
| GCAP-Stereo-DPT-50K |  | 4.15 241 | 9.32 644 | 33.97 670 | 2.49 75 | 3.65 446 | 2.87 61 | 1.51 191 | 8.07 156 | 2.71 87 | 2.04 108 | 4.75 155 | 3.05 162 | 3.21 172 | 2.20 11 | 0.66 36 | 0.03 284 | 0.19 481 | 0.00 1 | 0.41 574 | 0.75 523 | 1.05 550 |
|
| GIP-stereo |  | 2.66 133 | 1.00 142 | 4.00 102 | 4.99 328 | 3.41 429 | 3.38 87 | 0.77 117 | 8.73 184 | 5.69 204 | 2.08 109 | 5.38 180 | 4.13 194 | 3.21 172 | 5.21 105 | 1.05 115 | 0.01 156 | 0.06 262 | 0.00 1 | 0.00 1 | 0.07 132 | 0.04 95 |
|
| TRStereo |  | 6.22 350 | 6.09 613 | 11.30 500 | 9.19 574 | 7.41 634 | 4.75 184 | 1.74 249 | 19.70 427 | 11.74 322 | 10.61 321 | 8.65 239 | 10.67 347 | 3.22 174 | 13.81 474 | 3.60 325 | 0.31 484 | 0.23 513 | 0.12 455 | 0.36 560 | 0.48 439 | 0.38 424 |
|
| iRaftStereo_RVC |  | 4.68 259 | 1.51 326 | 6.89 295 | 4.91 324 | 0.72 149 | 5.26 233 | 0.46 84 | 17.60 383 | 10.47 308 | 9.53 303 | 15.13 336 | 5.75 240 | 3.24 175 | 8.93 237 | 2.22 235 | 0.00 1 | 0.09 349 | 0.00 1 | 0.00 1 | 0.46 428 | 0.41 435 |
|
| RT-Monster |  | 5.07 273 | 1.10 173 | 4.69 145 | 3.44 183 | 4.24 483 | 5.19 228 | 0.81 120 | 12.47 262 | 19.77 443 | 13.38 380 | 13.37 320 | 9.84 335 | 3.27 176 | 7.69 178 | 1.91 197 | 0.04 305 | 0.08 330 | 0.00 1 | 0.00 1 | 0.05 100 | 0.12 226 |
|
| LoS |  | 3.59 209 | 1.07 161 | 3.81 88 | 2.80 108 | 0.52 96 | 4.98 208 | 1.18 151 | 10.35 225 | 12.97 343 | 4.54 212 | 10.75 286 | 3.89 189 | 3.27 176 | 8.78 227 | 2.63 264 | 0.03 284 | 0.03 158 | 0.09 419 | 0.00 1 | 0.12 204 | 0.04 95 |
| Kunhong Li, Longguang Wang, Ye Zhang, Kaiwen Xue, Shunbo Zhou, Yulan Guo: LoS: Local Structure-guided Stereo Matching. |
| rvit_stereo_0081_aga |  | 3.72 220 | 2.39 512 | 8.60 389 | 5.27 367 | 2.99 409 | 5.02 213 | 1.94 292 | 8.12 159 | 6.24 213 | 6.74 259 | 6.85 217 | 5.85 244 | 3.28 178 | 7.31 165 | 3.04 293 | 0.02 243 | 0.00 1 | 0.00 1 | 0.00 1 | 0.59 487 | 0.22 345 |
|
| DVStereo |   | 4.23 244 | 1.38 276 | 5.58 231 | 3.85 234 | 1.58 274 | 10.80 422 | 1.02 140 | 11.59 247 | 5.65 202 | 11.75 333 | 9.98 258 | 4.54 210 | 3.29 179 | 9.83 272 | 3.01 288 | 0.05 332 | 0.18 473 | 0.08 407 | 0.23 495 | 0.08 149 | 0.06 144 |
|
| 4w-stereo |  | 2.03 78 | 0.98 136 | 4.12 116 | 2.31 54 | 1.96 326 | 3.70 104 | 0.61 99 | 6.37 98 | 2.37 65 | 2.10 110 | 4.19 128 | 0.33 26 | 3.33 180 | 7.03 154 | 1.12 120 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.03 52 | 0.08 177 |
|
| test_xeample3 |  | 3.34 192 | 1.54 337 | 7.67 332 | 3.33 175 | 0.68 129 | 5.74 279 | 1.63 216 | 12.05 254 | 3.88 143 | 6.71 258 | 3.81 117 | 3.17 166 | 3.34 181 | 10.59 297 | 2.07 217 | 0.00 1 | 0.02 115 | 0.00 1 | 0.27 524 | 0.13 213 | 0.16 284 |
|
| aanet-new-60k |  | 2.64 131 | 1.31 250 | 9.62 446 | 2.69 100 | 0.91 183 | 6.94 349 | 1.66 221 | 6.67 108 | 1.57 27 | 1.53 68 | 3.90 121 | 2.64 152 | 3.38 182 | 8.81 232 | 0.90 83 | 0.00 1 | 0.07 292 | 0.01 271 | 0.01 215 | 0.04 83 | 0.20 325 |
|
| FE-Mocha |  | 4.54 251 | 2.08 485 | 9.99 469 | 4.36 282 | 2.16 345 | 4.76 187 | 0.81 120 | 13.59 301 | 4.81 167 | 13.39 381 | 11.04 289 | 11.38 360 | 3.45 183 | 5.97 122 | 2.12 228 | 0.03 284 | 0.14 439 | 0.14 472 | 0.38 567 | 0.12 204 | 0.18 303 |
|
| IGEV_Zeroshot_test |  | 5.28 288 | 2.03 479 | 14.26 557 | 6.09 439 | 1.33 246 | 4.32 136 | 1.03 143 | 14.46 317 | 6.50 219 | 13.33 378 | 11.89 301 | 11.01 352 | 3.45 183 | 10.71 306 | 3.64 327 | 0.03 284 | 0.22 505 | 0.15 479 | 0.26 517 | 0.80 528 | 0.20 325 |
|
| GMStereo |   | 5.94 334 | 3.84 572 | 10.86 494 | 5.13 347 | 0.71 140 | 7.27 358 | 2.66 352 | 12.38 260 | 25.14 513 | 12.01 340 | 10.66 280 | 5.12 223 | 3.46 185 | 11.39 350 | 6.16 425 | 0.45 526 | 0.02 115 | 0.05 361 | 0.31 544 | 0.86 535 | 0.25 370 |
| Haofei Xu, Jing Zhang, Jianfei Cai, Hamid Rezatofighi, Fisher Yu, Dacheng Tao, Andreas Geiger: Unifying Flow, Stereo and Depth Estimation. TPAMI 2023 |
| over v1 |  | 1.81 65 | 1.37 270 | 3.35 50 | 2.87 118 | 0.31 24 | 4.66 168 | 0.01 1 | 5.35 47 | 2.07 51 | 1.17 33 | 1.50 59 | 1.32 75 | 3.47 186 | 7.94 189 | 0.74 47 | 0.01 156 | 0.01 51 | 0.00 1 | 0.00 1 | 0.03 52 | 0.00 1 |
|
| IGEV-FE |  | 5.28 288 | 2.03 479 | 14.26 557 | 6.10 442 | 1.33 246 | 4.32 136 | 1.03 143 | 14.46 317 | 6.50 219 | 13.33 378 | 11.86 300 | 11.00 351 | 3.47 186 | 10.71 306 | 3.65 329 | 0.03 284 | 0.22 505 | 0.15 479 | 0.26 517 | 0.80 528 | 0.20 325 |
|
| CREStereo |  | 3.58 208 | 1.05 153 | 3.35 50 | 2.17 32 | 0.59 109 | 5.61 261 | 0.40 76 | 10.50 228 | 13.34 354 | 6.93 265 | 10.44 275 | 5.29 231 | 3.47 186 | 5.82 117 | 2.62 263 | 0.01 156 | 0.01 51 | 0.02 305 | 0.01 215 | 0.04 83 | 0.01 9 |
| Jiankun Li, Peisen Wang, Pengfei Xiong, Tao Cai, Ziwei Yan, Lei Yang, Jiangyu Liu, Haoqiang Fan, Shuaicheng Liu: Practical Stereo Matching via Cascaded Recurrent Network with Adaptive Correlation. CVPR 2022 |
| IGEV-Stereo+ |  | 2.77 140 | 0.92 121 | 4.09 112 | 3.14 152 | 4.62 515 | 2.57 47 | 0.70 107 | 4.34 19 | 2.29 58 | 1.76 88 | 0.59 29 | 0.77 53 | 3.49 189 | 8.65 220 | 0.68 39 | 0.03 284 | 0.10 371 | 0.00 1 | 0.24 505 | 5.77 661 | 10.68 704 |
|
| LL-Strereo2 |  | 5.54 308 | 2.17 496 | 9.12 422 | 5.65 390 | 2.54 372 | 6.48 330 | 2.27 322 | 15.08 331 | 7.79 259 | 10.99 327 | 10.26 272 | 15.94 448 | 3.50 190 | 13.25 458 | 3.63 326 | 0.00 1 | 0.13 422 | 1.34 634 | 0.10 417 | 0.30 341 | 0.19 320 |
|
| GCAP-Stereo-DPT-25K |  | 2.45 118 | 0.84 88 | 4.09 112 | 2.41 66 | 1.89 319 | 3.98 115 | 1.61 213 | 11.16 243 | 5.53 198 | 2.00 105 | 4.92 167 | 2.56 147 | 3.54 191 | 2.27 12 | 0.68 39 | 0.02 243 | 0.17 464 | 0.00 1 | 0.43 582 | 0.12 204 | 0.81 518 |
|
| GCAP-Stereo |  | 3.72 220 | 1.60 364 | 7.39 321 | 4.24 264 | 0.37 54 | 5.78 281 | 1.12 146 | 12.28 258 | 6.53 221 | 8.35 284 | 9.69 257 | 6.62 268 | 3.57 192 | 4.58 92 | 1.91 197 | 0.00 1 | 0.07 292 | 0.05 361 | 0.00 1 | 0.25 299 | 0.04 95 |
|
| ProNet |  | 3.61 210 | 1.91 449 | 6.17 260 | 3.31 174 | 0.67 128 | 5.51 248 | 6.46 505 | 12.60 273 | 6.23 212 | 3.18 164 | 4.80 161 | 3.64 182 | 3.57 192 | 11.15 338 | 2.11 224 | 0.02 243 | 0.21 495 | 0.01 271 | 0.01 215 | 0.41 410 | 0.14 254 |
|
| EAI-Stereo |  | 5.21 283 | 1.74 407 | 8.46 379 | 5.69 395 | 1.37 256 | 5.67 274 | 3.52 393 | 18.77 411 | 5.65 202 | 9.75 304 | 16.08 348 | 6.36 261 | 3.57 192 | 11.73 373 | 3.64 327 | 0.01 156 | 0.33 563 | 0.03 325 | 1.06 635 | 0.21 267 | 0.65 496 |
|
| AIO-test2 |  | 7.01 391 | 2.23 504 | 6.87 293 | 8.42 556 | 5.28 560 | 9.03 389 | 5.32 455 | 25.92 509 | 23.54 489 | 6.78 262 | 20.55 415 | 5.25 229 | 3.58 195 | 9.56 261 | 2.50 253 | 3.96 669 | 0.04 183 | 0.03 325 | 0.47 591 | 0.56 479 | 0.33 407 |
|
| StereoAnything_RVC |  | 2.31 104 | 11.20 667 | 4.65 141 | 2.23 37 | 0.14 1 | 1.49 19 | 0.17 58 | 4.50 21 | 1.24 13 | 1.03 25 | 0.06 1 | 0.20 3 | 3.60 196 | 8.05 193 | 0.59 25 | 0.02 243 | 0.11 393 | 0.00 1 | 0.00 1 | 6.97 667 | 0.03 61 |
|
| xyz-stereo-finetune |  | 5.39 296 | 1.47 303 | 5.53 219 | 2.65 94 | 0.30 23 | 11.94 446 | 3.28 376 | 12.96 281 | 21.28 463 | 8.14 279 | 12.32 309 | 6.19 251 | 3.62 197 | 11.80 377 | 5.98 419 | 0.01 156 | 0.02 115 | 0.00 1 | 0.02 261 | 0.16 239 | 0.04 95 |
|
| GCAP-Stereo-DPT-FT |  | 3.37 193 | 5.20 599 | 20.75 631 | 3.26 165 | 3.66 447 | 3.19 77 | 1.77 262 | 8.61 178 | 2.83 96 | 2.16 115 | 3.61 110 | 3.75 184 | 3.63 198 | 3.13 39 | 1.41 148 | 0.05 332 | 0.12 406 | 0.00 1 | 0.01 215 | 0.13 213 | 0.22 345 |
|
| trnet |  | 3.62 211 | 0.95 125 | 3.30 46 | 2.21 36 | 0.56 103 | 5.67 274 | 0.42 78 | 10.62 234 | 13.30 352 | 6.89 263 | 10.45 276 | 5.78 241 | 3.69 199 | 5.80 116 | 2.61 260 | 0.00 1 | 0.02 115 | 0.03 325 | 0.01 215 | 0.04 83 | 0.02 23 |
|
| HLf8 |  | 5.31 291 | 1.68 396 | 7.70 334 | 3.15 153 | 2.75 390 | 7.19 354 | 1.88 281 | 17.68 385 | 16.71 404 | 7.82 276 | 13.88 322 | 6.00 248 | 3.75 200 | 11.89 381 | 3.81 341 | 0.01 156 | 0.00 1 | 0.01 271 | 0.00 1 | 0.15 228 | 0.04 95 |
|
| MM-Stereo_test2 |  | 4.03 238 | 1.20 209 | 7.42 322 | 5.18 355 | 0.76 156 | 7.24 356 | 2.26 321 | 14.57 322 | 8.19 267 | 6.89 263 | 5.13 176 | 4.85 217 | 3.80 201 | 10.49 294 | 1.96 202 | 0.00 1 | 0.12 406 | 0.00 1 | 0.09 405 | 0.33 371 | 0.08 177 |
|
| test_4 |  | 5.47 298 | 0.98 136 | 5.56 227 | 6.55 474 | 0.62 116 | 5.53 251 | 1.88 281 | 11.68 248 | 6.00 208 | 12.60 358 | 30.86 555 | 7.48 295 | 3.87 202 | 12.25 405 | 2.97 285 | 0.00 1 | 0.07 292 | 0.03 325 | 0.14 441 | 0.34 377 | 0.04 95 |
|
| RALCasStereoNet |  | 5.95 335 | 2.02 476 | 7.09 305 | 7.06 504 | 5.10 541 | 6.36 325 | 5.44 464 | 13.97 315 | 13.25 350 | 9.93 307 | 17.45 365 | 10.37 344 | 3.89 203 | 11.64 368 | 4.24 364 | 0.02 243 | 0.46 593 | 0.10 438 | 0.00 1 | 0.20 262 | 0.31 401 |
|
| rvit_stereo_0081 |  | 3.93 229 | 1.78 431 | 8.60 389 | 6.26 452 | 1.73 295 | 3.48 93 | 2.36 326 | 7.71 142 | 15.81 393 | 4.41 209 | 5.39 182 | 5.14 224 | 3.94 204 | 7.95 190 | 3.57 322 | 0.01 156 | 0.01 51 | 0.00 1 | 0.01 215 | 0.39 402 | 0.10 196 |
|
| rvit_stereo_0082 |  | 3.93 229 | 1.78 431 | 8.60 389 | 6.26 452 | 1.73 295 | 3.48 93 | 2.36 326 | 7.71 142 | 15.81 393 | 4.41 209 | 5.39 182 | 5.14 224 | 3.94 204 | 7.95 190 | 3.57 322 | 0.01 156 | 0.01 51 | 0.00 1 | 0.01 215 | 0.39 402 | 0.10 196 |
|
| NLSM3 |  | 3.19 181 | 0.86 99 | 3.90 95 | 3.11 150 | 4.00 471 | 3.18 76 | 0.55 93 | 13.79 313 | 8.23 270 | 3.39 172 | 6.88 218 | 1.79 106 | 3.97 206 | 7.12 159 | 3.01 288 | 0.01 156 | 0.00 1 | 0.05 361 | 0.00 1 | 0.03 52 | 0.01 9 |
|
| AnonymousM |  | 6.33 351 | 11.42 668 | 3.06 32 | 3.93 238 | 1.49 265 | 4.54 152 | 3.29 378 | 11.00 241 | 7.70 257 | 16.52 454 | 9.38 254 | 9.07 320 | 3.97 206 | 7.10 158 | 3.01 288 | 0.43 522 | 0.07 292 | 22.69 721 | 7.67 704 | 0.06 107 | 0.21 337 |
|
| IGEVStereo-DCA |  | 3.31 191 | 1.57 354 | 6.20 261 | 3.36 177 | 0.60 113 | 4.93 202 | 1.70 230 | 13.26 291 | 5.04 175 | 3.79 184 | 4.58 144 | 4.53 208 | 4.00 208 | 10.13 284 | 2.09 220 | 0.00 1 | 0.06 262 | 0.00 1 | 0.18 460 | 0.12 204 | 0.14 254 |
|
| rrr |  | 3.26 187 | 1.57 354 | 7.72 336 | 3.36 177 | 0.60 113 | 4.93 202 | 1.59 207 | 10.72 236 | 5.11 184 | 3.79 184 | 4.58 144 | 4.53 208 | 4.00 208 | 10.13 284 | 2.09 220 | 0.00 1 | 0.06 262 | 0.00 1 | 0.22 486 | 0.12 204 | 0.18 303 |
|
| gasm-f |  | 2.39 112 | 0.96 132 | 3.77 86 | 3.84 232 | 0.50 90 | 4.50 149 | 2.54 345 | 8.01 151 | 2.33 61 | 2.24 116 | 5.92 200 | 1.19 68 | 4.05 210 | 6.12 126 | 1.31 141 | 0.01 156 | 0.06 262 | 0.05 361 | 0.00 1 | 0.25 299 | 0.14 254 |
|
| test_3 |  | 5.55 311 | 1.02 145 | 8.07 356 | 6.18 447 | 0.54 99 | 9.00 388 | 3.28 376 | 13.55 300 | 18.66 433 | 11.97 338 | 8.89 244 | 13.98 416 | 4.05 210 | 8.96 239 | 2.10 223 | 0.00 1 | 0.05 222 | 0.00 1 | 0.31 544 | 0.26 310 | 0.18 303 |
|
| tg |  | 5.09 275 | 1.48 310 | 6.73 282 | 4.83 314 | 1.23 228 | 7.57 366 | 0.49 86 | 18.35 402 | 11.87 323 | 9.28 301 | 14.61 328 | 7.15 283 | 4.12 212 | 10.58 295 | 2.74 270 | 0.00 1 | 0.04 183 | 0.00 1 | 0.00 1 | 0.45 422 | 0.36 420 |
|
| test_1 |  | 5.20 281 | 1.06 154 | 7.72 336 | 4.21 261 | 0.59 109 | 6.69 339 | 3.03 371 | 12.98 283 | 17.51 418 | 12.35 344 | 8.66 241 | 13.20 401 | 4.12 212 | 9.00 243 | 2.11 224 | 0.00 1 | 0.05 222 | 0.00 1 | 0.32 547 | 0.25 299 | 0.18 303 |
|
| test-3 |  | 5.21 283 | 1.06 154 | 7.71 335 | 4.19 259 | 0.59 109 | 6.72 342 | 3.01 369 | 12.96 281 | 17.49 417 | 12.53 354 | 8.65 239 | 13.20 401 | 4.14 214 | 9.00 243 | 2.11 224 | 0.00 1 | 0.05 222 | 0.00 1 | 0.32 547 | 0.25 299 | 0.18 303 |
|
| GCAP-Stereo-DPT-24K |  | 2.12 86 | 0.85 96 | 4.64 140 | 2.77 107 | 1.97 328 | 3.66 103 | 1.64 218 | 8.33 168 | 3.33 127 | 1.46 64 | 3.30 97 | 0.63 44 | 4.15 215 | 2.05 9 | 0.67 38 | 0.02 243 | 0.17 464 | 0.00 1 | 0.43 582 | 0.26 310 | 2.07 605 |
|
| Zero-FE251 |  | 2.73 136 | 1.57 354 | 5.05 173 | 4.17 254 | 1.92 324 | 7.26 357 | 0.75 114 | 7.75 144 | 3.01 109 | 4.88 227 | 2.40 75 | 5.44 234 | 4.17 216 | 4.39 82 | 1.31 141 | 0.27 473 | 0.06 262 | 0.04 350 | 0.03 290 | 0.03 52 | 0.12 226 |
|
| WCG-NET |  | 3.86 227 | 0.96 132 | 5.80 243 | 2.92 127 | 0.28 18 | 4.48 148 | 1.80 267 | 7.23 125 | 15.03 374 | 8.77 296 | 9.58 256 | 6.94 279 | 4.20 217 | 6.92 153 | 2.05 214 | 0.00 1 | 0.08 330 | 0.00 1 | 0.00 1 | 0.14 220 | 0.08 177 |
|
| ACRE |  | 7.07 395 | 2.38 511 | 13.26 532 | 7.36 517 | 4.86 522 | 10.28 404 | 4.40 426 | 15.51 343 | 13.69 357 | 17.22 472 | 19.23 392 | 8.00 304 | 4.20 217 | 10.64 300 | 8.50 490 | 0.33 487 | 0.32 558 | 0.03 325 | 0.14 441 | 0.37 392 | 0.77 516 |
|
| 3w_stereo |  | 2.49 126 | 0.84 88 | 5.43 206 | 2.46 70 | 0.46 79 | 5.44 244 | 6.54 509 | 7.07 119 | 3.41 131 | 3.30 167 | 4.77 159 | 0.28 16 | 4.24 219 | 4.24 77 | 1.30 139 | 0.00 1 | 0.01 51 | 0.00 1 | 0.00 1 | 0.02 11 | 0.07 162 |
|
| EKT-Stereo |  | 5.73 324 | 1.42 287 | 7.85 340 | 7.16 511 | 5.35 564 | 5.22 229 | 4.41 428 | 18.13 400 | 14.05 361 | 8.77 296 | 12.85 314 | 9.55 330 | 4.26 220 | 11.19 340 | 2.45 251 | 0.45 526 | 0.23 513 | 0.07 396 | 0.10 417 | 0.16 239 | 0.87 529 |
|
| TestStereo_HLe17 |  | 5.56 313 | 1.69 399 | 9.09 420 | 3.07 145 | 2.43 365 | 7.21 355 | 2.98 367 | 17.93 395 | 16.13 398 | 8.49 290 | 16.14 351 | 5.57 238 | 4.29 221 | 12.87 438 | 3.21 308 | 0.04 305 | 0.00 1 | 0.01 271 | 0.00 1 | 0.10 186 | 0.04 95 |
|
| 2w_stereo |  | 2.37 109 | 0.83 82 | 4.12 116 | 2.73 102 | 1.22 227 | 4.67 169 | 3.90 409 | 6.98 116 | 3.62 134 | 3.48 174 | 5.01 170 | 0.24 9 | 4.36 222 | 4.43 84 | 1.70 178 | 0.00 1 | 0.01 51 | 0.00 1 | 0.00 1 | 0.02 11 | 0.03 61 |
|
| 1w_stereo |  | 2.90 152 | 0.72 42 | 3.59 67 | 3.30 172 | 2.15 344 | 4.37 138 | 6.74 518 | 6.40 99 | 5.23 188 | 2.83 150 | 7.30 223 | 0.25 10 | 4.36 222 | 8.30 202 | 2.44 250 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.02 11 | 0.02 23 |
|
| RALAANet |  | 6.49 360 | 2.49 519 | 9.69 456 | 7.09 505 | 4.98 531 | 6.23 316 | 1.68 225 | 19.90 432 | 14.26 365 | 15.04 411 | 14.56 327 | 12.69 387 | 4.38 224 | 12.91 442 | 3.07 297 | 0.02 243 | 0.07 292 | 0.00 1 | 0.10 417 | 0.51 457 | 0.15 275 |
|
| Occ-G |  | 3.68 216 | 1.07 161 | 4.68 143 | 3.11 150 | 1.26 231 | 3.63 101 | 6.75 519 | 7.88 146 | 4.90 172 | 4.37 208 | 8.36 237 | 9.68 334 | 4.39 225 | 9.65 264 | 3.23 310 | 0.00 1 | 0.11 393 | 0.00 1 | 0.19 473 | 0.19 258 | 0.07 162 |
|
| LiteMatch |  | 2.05 79 | 1.75 416 | 2.89 19 | 3.57 206 | 0.63 118 | 2.13 32 | 1.54 199 | 4.85 30 | 2.56 70 | 1.63 74 | 0.47 23 | 2.13 131 | 4.42 226 | 3.83 64 | 7.98 473 | 0.00 1 | 0.04 183 | 0.00 1 | 0.00 1 | 0.29 332 | 0.31 401 |
|
| Lsterematch |  | 6.44 357 | 1.75 416 | 6.90 296 | 3.57 206 | 0.63 118 | 8.44 383 | 1.54 199 | 12.51 265 | 16.89 407 | 16.22 444 | 25.52 481 | 9.64 333 | 4.42 226 | 12.06 392 | 7.98 473 | 0.00 1 | 0.04 183 | 0.00 1 | 0.00 1 | 0.29 332 | 0.31 401 |
|
| anonymousdsp2 |  | 5.93 333 | 1.54 337 | 8.34 366 | 4.43 289 | 0.38 59 | 9.24 394 | 4.11 415 | 21.92 463 | 17.36 414 | 12.28 343 | 10.08 266 | 10.05 338 | 4.42 226 | 11.04 325 | 2.54 256 | 0.01 156 | 0.02 115 | 0.30 544 | 0.18 460 | 0.21 267 | 0.18 303 |
|
| cross-raft |  | 5.37 295 | 1.23 219 | 6.66 279 | 5.91 421 | 1.25 229 | 6.00 301 | 1.48 182 | 15.82 354 | 7.70 257 | 12.95 367 | 20.80 422 | 11.63 363 | 4.42 226 | 8.59 213 | 2.23 236 | 0.01 156 | 0.21 495 | 0.00 1 | 0.22 486 | 0.21 267 | 0.10 196 |
|
| IGEV-Stereo |   | 3.52 205 | 1.75 416 | 5.67 234 | 3.49 192 | 1.12 209 | 5.04 219 | 1.73 245 | 13.70 306 | 5.07 180 | 4.83 223 | 5.42 184 | 4.27 198 | 4.43 230 | 11.15 338 | 1.98 206 | 0.00 1 | 0.04 183 | 0.00 1 | 0.18 460 | 0.31 353 | 0.12 226 |
| Gangwei Xu, Xianqi Wang, Xiaohuan Ding, Xin Yang: Iterative Geometry Encoding Volume for Stereo Matching. CVPR 2023 |
| rvit_stereo_0080 |  | 3.98 232 | 2.11 489 | 7.62 329 | 3.68 215 | 1.90 322 | 4.16 124 | 7.60 543 | 9.69 205 | 8.13 265 | 5.08 231 | 7.39 226 | 6.27 258 | 4.44 231 | 6.73 146 | 3.92 348 | 0.20 433 | 0.01 51 | 0.00 1 | 0.00 1 | 0.55 472 | 0.12 226 |
|
| IGEV++ |  | 2.98 161 | 1.27 235 | 5.17 184 | 5.41 380 | 0.47 80 | 4.63 165 | 1.71 243 | 9.97 215 | 4.75 163 | 2.58 134 | 6.27 205 | 4.35 200 | 4.44 231 | 4.98 102 | 3.05 295 | 0.00 1 | 0.07 292 | 0.00 1 | 0.08 389 | 0.24 293 | 0.18 303 |
|
| whm_eth |  | 3.98 232 | 2.11 489 | 7.62 329 | 3.68 215 | 1.90 322 | 4.16 124 | 7.60 543 | 9.69 205 | 8.13 265 | 5.08 231 | 7.39 226 | 6.27 258 | 4.44 231 | 6.73 146 | 3.92 348 | 0.20 433 | 0.01 51 | 0.00 1 | 0.00 1 | 0.55 472 | 0.12 226 |
|
| anonymousdsp |  | 3.51 204 | 1.75 416 | 5.66 233 | 3.49 192 | 1.13 211 | 5.04 219 | 1.74 249 | 13.69 305 | 5.07 180 | 4.83 223 | 5.42 184 | 4.25 197 | 4.44 231 | 11.14 333 | 1.98 206 | 0.00 1 | 0.04 183 | 0.00 1 | 0.18 460 | 0.31 353 | 0.13 243 |
|
| GEAR-Net |  | 2.97 159 | 1.14 187 | 5.16 183 | 5.41 380 | 0.47 80 | 4.63 165 | 1.70 230 | 9.96 214 | 4.75 163 | 2.58 134 | 6.27 205 | 4.35 200 | 4.45 235 | 4.96 100 | 3.06 296 | 0.00 1 | 0.09 349 | 0.00 1 | 0.08 389 | 0.24 293 | 0.18 303 |
|
| aanet-new-24k |  | 2.30 100 | 1.22 214 | 5.12 177 | 2.70 101 | 1.53 270 | 5.69 276 | 1.70 230 | 6.27 91 | 1.48 22 | 2.45 130 | 5.91 199 | 2.25 136 | 4.48 236 | 3.69 59 | 1.10 117 | 0.00 1 | 0.03 158 | 0.01 271 | 0.25 511 | 0.11 198 | 0.02 23 |
|
| LoS_RVC |  | 3.72 220 | 2.57 525 | 3.90 95 | 4.27 271 | 7.61 639 | 5.39 242 | 2.90 365 | 7.29 128 | 3.84 141 | 3.67 181 | 10.20 269 | 3.66 183 | 4.48 236 | 6.19 128 | 2.14 229 | 0.01 156 | 0.03 158 | 0.00 1 | 0.00 1 | 0.06 107 | 6.15 667 |
|
| DA |  | 3.70 218 | 0.83 82 | 4.78 150 | 5.07 334 | 0.70 135 | 16.50 554 | 1.94 292 | 9.42 194 | 7.22 245 | 4.02 195 | 6.78 212 | 5.96 246 | 4.49 238 | 4.16 74 | 1.54 159 | 0.05 332 | 0.12 406 | 0.00 1 | 0.00 1 | 0.06 107 | 0.26 374 |
|
| GGEV |  | 3.70 218 | 0.83 82 | 4.78 150 | 5.07 334 | 0.70 135 | 16.50 554 | 1.94 292 | 9.42 194 | 7.22 245 | 4.02 195 | 6.78 212 | 5.96 246 | 4.49 238 | 4.16 74 | 1.54 159 | 0.05 332 | 0.12 406 | 0.00 1 | 0.00 1 | 0.06 107 | 0.26 374 |
|
| PMTNet |  | 5.36 294 | 0.97 134 | 3.42 55 | 1.97 15 | 1.30 235 | 8.96 387 | 0.69 106 | 12.33 259 | 12.16 329 | 8.50 291 | 11.35 293 | 6.09 249 | 4.50 240 | 9.34 255 | 2.70 268 | 22.71 725 | 0.01 51 | 0.04 350 | 0.02 261 | 0.06 107 | 0.01 9 |
|
| Reg-Stereo(zero) |  | 4.54 251 | 0.68 35 | 4.39 130 | 3.20 158 | 1.30 235 | 3.29 85 | 0.89 129 | 16.64 369 | 12.89 342 | 10.01 308 | 10.70 283 | 10.29 342 | 4.51 241 | 8.83 233 | 2.63 264 | 0.01 156 | 0.14 439 | 0.00 1 | 0.13 435 | 0.03 52 | 0.17 293 |
|
| AE-Stereo |  | 5.15 277 | 1.56 350 | 7.99 351 | 8.70 561 | 2.18 346 | 9.12 392 | 3.02 370 | 11.78 249 | 13.30 352 | 4.34 206 | 12.84 313 | 10.83 349 | 4.53 242 | 8.71 224 | 2.82 277 | 0.04 305 | 0.44 586 | 0.05 361 | 0.33 552 | 0.20 262 | 0.17 293 |
|
| CroCo-Stereo |   | 3.27 189 | 1.90 446 | 7.18 306 | 8.50 558 | 1.11 207 | 0.96 5 | 0.97 136 | 10.18 219 | 8.20 268 | 3.59 178 | 4.69 152 | 8.02 306 | 4.53 242 | 2.75 26 | 2.34 241 | 0.01 156 | 0.00 1 | 0.00 1 | 0.00 1 | 0.31 353 | 0.11 215 |
| P.Weinzaepfel, T. Lucas, V. Leroy, Y. Cabon, V. Arora, R. Bregier, G. Csurka, L. Antsfeld, B. Chidlovskii, J. Revaud: CroCo v2: Improved Cross-view Completion Pre-training for Stereo Matching and Optical Flow. ICCV 2023 |
| TANstereo |  | 4.70 263 | 1.08 164 | 4.01 103 | 3.53 198 | 0.47 80 | 14.26 495 | 0.15 52 | 8.67 183 | 12.54 335 | 12.50 346 | 18.43 380 | 5.20 226 | 4.54 244 | 5.68 112 | 2.07 217 | 0.00 1 | 0.13 422 | 0.00 1 | 0.01 215 | 0.02 11 | 0.63 488 |
|
| aanet-new-12k |  | 2.30 100 | 0.79 68 | 8.45 377 | 4.28 273 | 0.45 78 | 4.57 156 | 1.75 252 | 8.28 166 | 2.63 82 | 2.70 143 | 1.35 55 | 1.74 98 | 4.57 245 | 3.03 34 | 1.10 117 | 0.01 156 | 0.03 158 | 0.07 396 | 0.01 215 | 0.12 204 | 0.06 144 |
|
| GCAP-Stereo-DPT-20K |  | 3.44 196 | 0.76 58 | 17.99 607 | 1.92 12 | 2.08 338 | 4.60 162 | 1.60 210 | 7.55 134 | 3.25 119 | 2.62 139 | 5.03 172 | 3.50 177 | 4.57 245 | 1.99 5 | 0.60 27 | 0.04 305 | 0.16 457 | 0.00 1 | 0.20 479 | 0.89 539 | 9.42 699 |
|
| GCAPDPT-zeroshot4090 |  | 3.44 196 | 0.76 58 | 17.99 607 | 1.92 12 | 2.08 338 | 4.60 162 | 1.60 210 | 7.55 134 | 3.25 119 | 2.62 139 | 5.03 172 | 3.50 177 | 4.57 245 | 1.99 5 | 0.60 27 | 0.04 305 | 0.16 457 | 0.00 1 | 0.20 479 | 0.89 539 | 9.42 699 |
|
| IPLGR_C |  | 7.16 399 | 2.48 517 | 12.98 528 | 7.52 527 | 4.91 525 | 10.56 412 | 4.59 436 | 15.63 348 | 14.12 362 | 17.42 476 | 18.87 388 | 8.00 304 | 4.59 248 | 10.76 309 | 8.81 494 | 0.32 485 | 0.32 558 | 0.03 325 | 0.13 435 | 0.36 384 | 0.76 513 |
|
| NLMM1 |  | 5.21 283 | 1.29 242 | 6.55 274 | 3.79 228 | 5.49 571 | 12.43 458 | 3.31 384 | 12.18 257 | 15.22 377 | 7.19 273 | 8.46 238 | 5.22 227 | 4.60 249 | 12.03 385 | 6.29 428 | 0.00 1 | 0.02 115 | 0.00 1 | 0.00 1 | 0.10 186 | 0.07 162 |
|
| CIPLG |  | 7.15 398 | 2.44 514 | 12.82 525 | 7.38 518 | 4.93 526 | 10.51 411 | 4.56 434 | 15.17 335 | 13.25 350 | 17.45 478 | 19.75 401 | 8.42 311 | 4.60 249 | 11.41 351 | 8.31 484 | 0.33 487 | 0.32 558 | 0.03 325 | 0.14 441 | 0.37 392 | 0.72 508 |
|
| DDF-Stereo |  | 3.17 177 | 1.08 164 | 4.40 131 | 4.63 303 | 4.02 472 | 3.40 90 | 1.51 191 | 5.27 39 | 1.78 41 | 0.85 12 | 2.57 81 | 1.68 95 | 4.63 251 | 8.01 192 | 2.80 276 | 0.27 473 | 0.13 422 | 0.00 1 | 0.14 441 | 16.19 711 | 0.09 184 |
|
| aanet-new-16k |  | 2.22 96 | 1.02 145 | 5.90 245 | 3.73 221 | 0.42 69 | 3.84 110 | 1.65 220 | 7.64 139 | 2.53 69 | 1.54 69 | 4.47 141 | 2.61 149 | 4.68 252 | 2.97 32 | 1.19 131 | 0.00 1 | 0.04 183 | 0.00 1 | 0.03 290 | 0.07 132 | 0.10 196 |
|
| RAFT-Test |  | 5.75 327 | 1.32 254 | 6.77 289 | 4.07 243 | 1.71 293 | 9.95 399 | 1.56 205 | 15.78 353 | 8.34 275 | 12.73 362 | 23.83 463 | 11.80 366 | 4.69 253 | 8.99 241 | 2.57 257 | 0.01 156 | 0.29 547 | 0.00 1 | 0.38 567 | 0.16 239 | 0.07 162 |
|
| ff7 |  | 3.48 199 | 1.76 422 | 6.20 261 | 3.45 184 | 1.13 211 | 5.02 213 | 1.70 230 | 13.26 291 | 5.04 175 | 4.66 218 | 5.47 189 | 3.49 173 | 4.70 254 | 11.14 333 | 2.01 209 | 0.00 1 | 0.04 183 | 0.00 1 | 0.18 460 | 0.30 341 | 0.14 254 |
|
| ffff |  | 3.48 199 | 1.76 422 | 6.20 261 | 3.45 184 | 1.13 211 | 5.02 213 | 1.70 230 | 13.26 291 | 5.04 175 | 4.66 218 | 5.47 189 | 3.49 173 | 4.70 254 | 11.14 333 | 2.01 209 | 0.00 1 | 0.04 183 | 0.00 1 | 0.18 460 | 0.30 341 | 0.14 254 |
|
| 11t |  | 3.48 199 | 1.76 422 | 6.20 261 | 3.45 184 | 1.13 211 | 5.02 213 | 1.70 230 | 13.26 291 | 5.04 175 | 4.66 218 | 5.47 189 | 3.49 173 | 4.70 254 | 11.14 333 | 2.01 209 | 0.00 1 | 0.04 183 | 0.00 1 | 0.18 460 | 0.30 341 | 0.14 254 |
|
| ccc-4 |  | 3.48 199 | 1.76 422 | 6.20 261 | 3.45 184 | 1.13 211 | 5.02 213 | 1.70 230 | 13.26 291 | 5.04 175 | 4.66 218 | 5.47 189 | 3.49 173 | 4.70 254 | 11.14 333 | 2.01 209 | 0.00 1 | 0.04 183 | 0.00 1 | 0.18 460 | 0.30 341 | 0.14 254 |
|
| aanet-new-28k |  | 2.16 89 | 1.14 187 | 7.58 326 | 2.96 136 | 0.49 87 | 4.51 151 | 1.81 271 | 6.35 97 | 2.32 60 | 1.74 85 | 4.46 140 | 1.54 86 | 4.71 258 | 2.29 13 | 0.81 60 | 0.00 1 | 0.04 183 | 0.00 1 | 0.29 531 | 0.07 132 | 0.08 177 |
|
| MaDis-Stereo |  | 2.73 136 | 1.56 350 | 6.21 266 | 2.96 136 | 2.45 366 | 1.80 24 | 0.28 69 | 7.43 129 | 5.07 180 | 2.57 133 | 3.43 103 | 7.13 281 | 4.71 258 | 5.74 115 | 2.91 282 | 0.00 1 | 0.05 222 | 0.00 1 | 0.00 1 | 0.15 228 | 0.12 226 |
|
| rvit_stereo_ft |  | 4.73 264 | 2.68 530 | 9.30 432 | 11.34 639 | 2.74 389 | 4.18 128 | 8.45 554 | 9.77 209 | 9.90 303 | 4.04 197 | 6.26 204 | 6.73 270 | 4.72 260 | 8.99 241 | 5.03 393 | 0.01 156 | 0.00 1 | 0.00 1 | 0.00 1 | 0.28 324 | 0.09 184 |
|
| Any-RAFT |  | 6.04 344 | 1.16 196 | 4.52 136 | 4.47 290 | 1.20 223 | 10.46 408 | 1.97 297 | 21.84 458 | 15.52 388 | 11.21 329 | 19.37 393 | 13.34 404 | 4.72 260 | 8.65 220 | 2.03 213 | 0.01 156 | 0.19 481 | 0.00 1 | 0.00 1 | 0.04 83 | 0.08 177 |
|
| NLSM1 |  | 4.91 268 | 1.17 199 | 5.72 238 | 4.31 279 | 5.71 584 | 13.78 483 | 1.41 175 | 14.12 316 | 9.85 301 | 5.22 235 | 10.88 288 | 4.43 202 | 4.74 262 | 10.99 323 | 5.64 413 | 0.00 1 | 0.00 1 | 0.01 271 | 0.00 1 | 0.09 162 | 0.04 95 |
|
| GCST |   | 37.32 727 | 40.98 731 | 25.25 644 | 92.15 769 | 35.59 732 | 25.00 630 | 1.02 140 | 25.45 500 | 19.73 442 | 26.01 618 | 15.21 337 | 19.51 517 | 4.75 263 | 16.71 545 | 4.32 365 | 80.90 767 | 35.46 744 | 87.50 773 | 74.71 757 | 73.21 757 | 42.99 744 |
|
| water-stereo |  | 3.66 215 | 0.84 88 | 4.79 153 | 3.60 209 | 0.79 160 | 5.03 218 | 0.89 129 | 12.93 280 | 5.45 196 | 5.82 244 | 14.74 331 | 6.51 267 | 4.76 264 | 3.37 44 | 3.26 311 | 0.03 284 | 0.13 422 | 0.09 419 | 0.04 314 | 0.06 107 | 0.07 162 |
|
| IGEV-Stereo++ |  | 2.20 92 | 0.79 68 | 3.67 78 | 3.72 220 | 3.17 416 | 3.39 88 | 0.10 34 | 8.37 171 | 3.77 138 | 2.11 111 | 4.25 131 | 2.01 121 | 4.78 265 | 2.96 31 | 0.59 25 | 0.01 156 | 0.02 115 | 0.08 407 | 0.00 1 | 0.06 107 | 0.05 127 |
|
| depthmonostereo |  | 4.02 237 | 1.64 381 | 5.29 195 | 4.40 283 | 1.19 222 | 8.04 375 | 1.16 150 | 15.24 336 | 12.52 334 | 4.62 214 | 7.49 230 | 4.11 193 | 4.80 266 | 6.61 138 | 2.71 269 | 0.04 305 | 0.21 495 | 0.11 451 | 0.07 380 | 0.07 132 | 0.02 23 |
|
| Foundation-i1 |  | 3.56 207 | 0.63 23 | 2.94 22 | 3.20 158 | 3.52 440 | 6.18 314 | 4.51 432 | 12.68 275 | 5.38 191 | 5.96 251 | 6.16 203 | 7.37 293 | 4.87 267 | 6.38 131 | 1.27 137 | 0.02 243 | 0.09 349 | 0.00 1 | 0.00 1 | 0.03 52 | 0.04 95 |
|
| rvit_stereo_0083 |  | 4.53 250 | 1.94 457 | 9.94 465 | 7.12 509 | 1.67 289 | 4.98 208 | 2.80 360 | 8.25 164 | 18.22 429 | 4.76 222 | 7.78 234 | 6.41 263 | 4.87 267 | 7.54 174 | 3.74 335 | 0.11 388 | 0.04 183 | 0.00 1 | 0.01 215 | 0.24 293 | 0.16 284 |
|
| Foundation-i1c-attn |  | 2.71 135 | 0.60 15 | 3.06 32 | 2.24 39 | 0.51 92 | 5.22 229 | 4.50 431 | 8.99 189 | 3.66 136 | 3.62 179 | 3.42 102 | 5.81 243 | 4.90 269 | 6.67 143 | 0.91 86 | 0.02 243 | 0.09 349 | 0.00 1 | 0.00 1 | 0.02 11 | 0.06 144 |
|
| zero-FE |  | 3.01 163 | 1.06 154 | 4.57 137 | 4.18 258 | 4.04 473 | 3.24 82 | 1.51 191 | 6.17 87 | 1.87 47 | 1.00 22 | 2.52 78 | 1.72 96 | 4.92 270 | 6.19 128 | 2.77 272 | 0.27 473 | 0.10 371 | 0.00 1 | 0.05 344 | 13.94 704 | 0.09 184 |
|
| HLF11 |  | 5.67 322 | 1.55 340 | 8.56 384 | 3.38 179 | 3.06 413 | 4.57 156 | 1.23 156 | 18.20 401 | 9.49 293 | 9.83 306 | 16.96 361 | 7.53 297 | 4.93 271 | 15.35 505 | 8.47 489 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.23 286 | 0.01 9 |
|
| sCroCo_RVC |  | 5.06 272 | 3.29 553 | 16.45 589 | 10.72 621 | 6.64 612 | 5.83 283 | 2.74 354 | 9.67 203 | 8.06 263 | 3.66 180 | 9.20 251 | 4.81 215 | 4.95 272 | 8.12 199 | 4.64 377 | 0.64 565 | 0.50 602 | 0.06 384 | 0.03 290 | 0.70 510 | 0.42 438 |
|
| DNSM |  | 10.24 513 | 13.15 674 | 3.65 77 | 3.15 153 | 1.21 225 | 4.01 117 | 1.52 194 | 9.58 201 | 4.09 145 | 3.14 162 | 3.64 111 | 2.67 156 | 4.96 273 | 29.52 663 | 33.91 689 | 0.09 373 | 3.30 694 | 0.00 1 | 0.29 531 | 41.94 735 | 41.00 742 |
|
| ManiGeoR |   | 5.19 279 | 1.66 387 | 8.59 387 | 3.09 148 | 3.05 411 | 5.94 295 | 1.66 221 | 19.05 418 | 9.74 297 | 6.25 252 | 14.27 325 | 6.24 255 | 4.97 274 | 12.44 414 | 6.57 432 | 0.01 156 | 0.00 1 | 0.05 361 | 0.00 1 | 0.15 228 | 0.03 61 |
|
| HLf10 |  | 5.19 279 | 1.66 387 | 8.59 387 | 3.09 148 | 3.05 411 | 5.94 295 | 1.66 221 | 19.05 418 | 9.74 297 | 6.25 252 | 14.27 325 | 6.24 255 | 4.97 274 | 12.44 414 | 6.57 432 | 0.01 156 | 0.00 1 | 0.05 361 | 0.00 1 | 0.15 228 | 0.03 61 |
|
| aanet-new-22k |  | 2.41 114 | 1.25 228 | 5.47 213 | 3.25 164 | 0.40 61 | 4.44 146 | 2.00 299 | 8.36 170 | 5.01 174 | 1.72 83 | 4.75 155 | 1.55 87 | 4.99 276 | 3.65 57 | 1.01 110 | 0.00 1 | 0.07 292 | 0.01 271 | 0.03 290 | 0.09 162 | 0.10 196 |
|
| AIO-test1 |  | 6.38 352 | 1.41 286 | 5.70 237 | 9.77 591 | 5.61 575 | 9.09 390 | 1.79 265 | 21.63 456 | 20.69 453 | 6.75 260 | 17.68 367 | 8.19 308 | 4.99 276 | 10.38 290 | 3.16 304 | 0.01 156 | 0.01 51 | 0.00 1 | 0.13 435 | 0.28 324 | 0.26 374 |
|
| AnonStereo |  | 4.64 258 | 1.11 176 | 6.69 280 | 4.33 281 | 3.39 428 | 4.76 187 | 1.81 271 | 15.66 349 | 9.61 294 | 8.36 285 | 5.92 200 | 12.23 381 | 5.00 278 | 10.67 302 | 2.11 224 | 0.00 1 | 0.05 222 | 0.03 325 | 0.04 314 | 0.83 532 | 0.10 196 |
|
| s12784h |  | 5.87 331 | 0.88 104 | 4.11 115 | 3.01 141 | 0.51 92 | 18.49 581 | 0.98 138 | 18.89 415 | 17.60 419 | 12.52 348 | 12.46 310 | 7.87 301 | 5.01 279 | 11.05 327 | 3.13 303 | 0.73 575 | 0.01 51 | 0.04 350 | 0.00 1 | 0.07 132 | 0.01 9 |
|
| WQFJA1 |  | 4.56 254 | 1.18 202 | 5.44 207 | 3.48 190 | 5.88 594 | 13.44 477 | 1.59 207 | 11.97 252 | 8.85 285 | 4.92 228 | 5.44 186 | 6.20 252 | 5.05 280 | 10.03 281 | 7.60 460 | 0.01 156 | 0.01 51 | 0.00 1 | 0.00 1 | 0.09 162 | 0.10 196 |
|
| NLMM |  | 4.55 253 | 1.18 202 | 5.44 207 | 3.48 190 | 5.88 594 | 13.44 477 | 1.59 207 | 11.98 253 | 8.84 284 | 4.92 228 | 5.44 186 | 6.20 252 | 5.05 280 | 9.85 273 | 7.60 460 | 0.01 156 | 0.01 51 | 0.00 1 | 0.00 1 | 0.09 162 | 0.10 196 |
|
| TestStereo_HL2 |  | 5.22 286 | 1.38 276 | 5.53 219 | 3.26 165 | 1.86 313 | 5.59 258 | 2.00 299 | 12.91 279 | 13.35 355 | 10.93 326 | 18.83 387 | 7.13 281 | 5.06 282 | 11.93 382 | 4.59 375 | 0.01 156 | 0.00 1 | 0.00 1 | 0.00 1 | 0.08 149 | 0.02 23 |
|
| WCG-NET(raft) |  | 4.57 255 | 1.16 196 | 6.01 252 | 2.95 133 | 0.19 4 | 5.09 223 | 2.01 301 | 10.28 222 | 15.34 382 | 8.64 294 | 11.43 296 | 9.63 332 | 5.06 282 | 10.96 322 | 2.19 232 | 0.00 1 | 0.13 422 | 0.00 1 | 0.01 215 | 0.14 220 | 0.12 226 |
|
| aanet-new-90k |  | 2.42 116 | 1.26 232 | 9.16 427 | 2.92 127 | 1.53 270 | 3.13 74 | 1.43 179 | 6.60 104 | 1.73 37 | 0.84 10 | 3.32 99 | 0.91 57 | 5.09 284 | 9.29 254 | 0.80 57 | 0.00 1 | 0.05 222 | 0.00 1 | 0.00 1 | 0.05 100 | 0.25 370 |
|
| GCAP-Stereo-cres-4k |  | 2.74 138 | 1.02 145 | 5.23 188 | 4.54 295 | 2.61 377 | 9.27 395 | 1.75 252 | 7.23 125 | 3.64 135 | 1.98 101 | 5.02 171 | 2.28 137 | 5.13 285 | 3.57 55 | 1.16 130 | 0.00 1 | 0.13 422 | 0.00 1 | 0.02 261 | 0.05 100 | 0.13 243 |
|
| GCAP-Stereo-DPT-22K |  | 2.52 127 | 0.89 109 | 4.37 128 | 3.28 169 | 3.42 431 | 3.39 88 | 1.45 180 | 7.88 146 | 3.22 116 | 2.29 121 | 7.74 233 | 3.46 172 | 5.13 285 | 2.00 7 | 0.75 50 | 0.02 243 | 0.30 551 | 0.00 1 | 0.43 582 | 0.11 198 | 0.27 380 |
|
| WQFJX1 |  | 4.68 259 | 1.09 170 | 5.54 222 | 4.07 243 | 5.82 589 | 10.92 429 | 3.99 410 | 10.31 223 | 10.17 305 | 5.90 245 | 4.99 168 | 5.79 242 | 5.18 287 | 12.80 436 | 6.89 439 | 0.01 156 | 0.00 1 | 0.01 271 | 0.00 1 | 0.15 228 | 0.06 144 |
|
| DIP-Stereo |  | 6.74 374 | 1.93 456 | 10.02 474 | 4.28 273 | 1.64 286 | 13.54 480 | 1.52 194 | 15.16 334 | 6.63 224 | 14.30 396 | 26.81 498 | 10.90 350 | 5.19 288 | 14.78 497 | 7.56 456 | 0.00 1 | 0.06 262 | 0.05 361 | 0.00 1 | 0.17 250 | 0.17 293 |
| Zihua Zheng, Ni Nie, Zhi Ling, Pengfei Xiong, Jiangyu Liu, Hao Wang, Jiankun Li: DIP: Deep Inverse Patchmatch for High-Resolution Optical Flow. cvpr2022 |
| GGDA |   | 4.98 269 | 1.35 266 | 5.28 192 | 3.28 169 | 1.27 232 | 5.60 260 | 1.68 225 | 13.06 287 | 14.02 360 | 10.05 309 | 15.39 339 | 7.15 283 | 5.21 289 | 11.58 360 | 4.40 369 | 0.01 156 | 0.01 51 | 0.01 271 | 0.00 1 | 0.11 198 | 0.05 127 |
|
| MIF-Stereo (partial) |  | 4.33 246 | 1.23 219 | 7.27 312 | 5.04 330 | 5.31 562 | 3.47 92 | 0.95 135 | 9.06 190 | 7.41 251 | 4.15 202 | 15.76 344 | 5.38 232 | 5.22 290 | 11.56 358 | 4.21 361 | 0.04 305 | 0.02 115 | 0.05 361 | 0.03 290 | 0.34 377 | 0.12 226 |
|
| PSM-softLoss |  | 6.61 365 | 1.60 364 | 9.42 438 | 6.48 466 | 0.88 175 | 5.65 264 | 2.04 304 | 22.64 468 | 8.77 279 | 13.95 388 | 22.11 447 | 13.01 393 | 5.22 290 | 12.73 432 | 6.05 420 | 0.49 535 | 0.06 262 | 0.27 528 | 0.56 602 | 0.16 239 | 0.06 144 |
|
| KMStereo |  | 6.61 365 | 1.60 364 | 9.42 438 | 6.48 466 | 0.88 175 | 5.65 264 | 2.04 304 | 22.64 468 | 8.77 279 | 13.95 388 | 22.11 447 | 13.01 393 | 5.22 290 | 12.73 432 | 6.05 420 | 0.49 535 | 0.06 262 | 0.27 528 | 0.56 602 | 0.16 239 | 0.06 144 |
|
| LG-Stereo_Zeroshot |  | 2.77 140 | 0.90 118 | 5.49 215 | 4.91 324 | 1.75 299 | 3.75 106 | 0.85 124 | 7.14 121 | 3.33 127 | 3.51 177 | 10.67 281 | 2.03 123 | 5.26 293 | 3.11 38 | 1.80 185 | 0.00 1 | 0.06 262 | 0.00 1 | 0.19 473 | 0.43 416 | 0.19 320 |
|
| aanet-new-70k |  | 2.48 125 | 1.18 202 | 8.17 364 | 2.76 106 | 0.62 116 | 4.98 208 | 1.52 194 | 6.84 113 | 1.57 27 | 1.69 79 | 3.83 118 | 0.84 55 | 5.29 294 | 8.97 240 | 1.12 120 | 0.00 1 | 0.02 115 | 0.00 1 | 0.00 1 | 0.03 52 | 0.11 215 |
|
| RAFT-345 |  | 6.79 378 | 1.29 242 | 6.80 291 | 5.06 333 | 0.91 183 | 5.61 261 | 3.32 385 | 13.36 296 | 10.17 305 | 13.73 384 | 43.66 672 | 9.12 322 | 5.38 295 | 12.29 406 | 4.44 370 | 0.32 485 | 0.05 222 | 0.09 419 | 0.06 367 | 0.06 107 | 0.03 61 |
|
| EE1 |  | 3.99 234 | 0.95 125 | 6.21 266 | 3.85 234 | 2.57 374 | 4.95 206 | 1.85 277 | 13.11 289 | 6.40 217 | 6.38 256 | 6.44 208 | 8.76 314 | 5.45 296 | 10.70 304 | 1.81 187 | 0.00 1 | 0.01 51 | 0.01 271 | 0.00 1 | 0.36 384 | 0.05 127 |
|
| DCRE |  | 6.07 346 | 1.75 416 | 8.41 373 | 7.20 512 | 3.82 458 | 6.48 330 | 4.18 423 | 15.52 344 | 10.42 307 | 9.24 300 | 22.47 451 | 11.71 365 | 5.46 297 | 10.62 299 | 3.02 291 | 0.02 243 | 0.26 536 | 0.05 361 | 0.30 539 | 0.15 228 | 0.24 363 |
|
| Foundation-i1b |  | 2.92 155 | 0.62 18 | 3.27 44 | 2.10 27 | 0.80 164 | 6.05 311 | 4.79 442 | 9.72 208 | 3.49 132 | 4.53 211 | 3.28 96 | 6.44 264 | 5.47 298 | 6.76 148 | 0.92 88 | 0.02 243 | 0.09 349 | 0.00 1 | 0.00 1 | 0.02 11 | 0.03 61 |
|
| aanet-new-10k |  | 2.69 134 | 1.23 219 | 9.26 429 | 4.00 241 | 0.52 96 | 8.39 382 | 1.89 285 | 7.92 148 | 1.69 36 | 2.89 151 | 2.99 91 | 2.76 157 | 5.48 299 | 3.07 36 | 1.35 144 | 0.00 1 | 0.11 393 | 0.05 361 | 0.04 314 | 0.09 162 | 0.04 95 |
|
| CFNet-RSSM |  | 5.55 311 | 1.08 164 | 8.60 389 | 4.30 278 | 1.21 225 | 6.42 329 | 1.25 158 | 16.12 362 | 17.84 422 | 13.12 371 | 11.14 291 | 11.84 368 | 5.52 300 | 9.14 248 | 2.35 242 | 0.01 156 | 0.20 487 | 0.00 1 | 0.36 560 | 0.34 377 | 0.07 162 |
|
| MIM_Stereo |  | 7.02 392 | 1.55 340 | 10.78 491 | 4.17 254 | 0.58 106 | 5.25 232 | 1.32 167 | 19.03 416 | 12.59 337 | 16.74 462 | 28.83 520 | 13.20 401 | 5.53 301 | 12.89 440 | 7.11 442 | 0.00 1 | 0.23 513 | 0.00 1 | 0.01 215 | 0.38 399 | 0.28 385 |
|
| aanet-new-40k |  | 2.30 100 | 1.29 242 | 8.15 360 | 2.62 92 | 2.23 349 | 5.47 246 | 1.80 267 | 6.79 111 | 1.59 32 | 1.14 31 | 4.71 153 | 1.12 65 | 5.55 302 | 2.35 15 | 0.85 74 | 0.00 1 | 0.06 262 | 0.02 305 | 0.04 314 | 0.04 83 | 0.18 303 |
|
| test-1 |  | 5.62 320 | 1.53 332 | 14.78 568 | 7.44 522 | 1.11 207 | 7.99 374 | 1.19 152 | 13.03 285 | 12.04 328 | 9.39 302 | 15.23 338 | 11.15 357 | 5.56 303 | 7.06 157 | 3.57 322 | 0.07 364 | 0.50 602 | 0.00 1 | 0.10 417 | 0.16 239 | 0.47 453 |
|
| IPLG |  | 7.20 401 | 1.43 291 | 12.55 522 | 5.17 350 | 4.32 495 | 11.11 433 | 1.48 182 | 21.79 457 | 15.10 376 | 19.16 519 | 20.23 407 | 5.26 230 | 5.61 304 | 11.68 369 | 8.14 480 | 0.05 332 | 0.06 262 | 0.03 325 | 0.07 380 | 0.33 371 | 0.50 462 |
|
| R-Stereo Train |  | 7.04 393 | 1.34 262 | 7.89 343 | 6.23 450 | 2.30 355 | 7.51 362 | 5.54 466 | 23.96 481 | 6.94 231 | 16.26 446 | 33.57 602 | 12.04 376 | 5.61 304 | 7.67 176 | 3.74 335 | 0.01 156 | 0.05 222 | 0.01 271 | 0.00 1 | 0.10 186 | 0.12 226 |
|
| RAFT-Stereo |   | 7.04 393 | 1.34 262 | 7.89 343 | 6.23 450 | 2.30 355 | 7.51 362 | 5.54 466 | 23.96 481 | 6.94 231 | 16.26 446 | 33.57 602 | 12.04 376 | 5.61 304 | 7.67 176 | 3.74 335 | 0.01 156 | 0.05 222 | 0.01 271 | 0.00 1 | 0.10 186 | 0.12 226 |
| Lahav Lipson, Zachary Teed, and Jia Deng: RAFT-Stereo: Multilevel Recurrent Field Transforms for Stereo Matching. 3DV |
| raft_robust |  | 7.97 429 | 2.26 506 | 6.75 285 | 5.83 411 | 0.72 149 | 5.57 257 | 0.84 123 | 33.59 618 | 34.21 603 | 18.17 495 | 19.88 404 | 6.50 266 | 5.62 307 | 15.33 503 | 2.83 278 | 0.03 284 | 0.23 513 | 0.00 1 | 0.37 564 | 0.32 363 | 0.39 427 |
|
| TestStereo |  | 6.02 342 | 2.55 523 | 7.33 318 | 5.57 386 | 1.68 292 | 6.05 311 | 1.78 264 | 13.73 308 | 16.40 403 | 10.87 325 | 23.79 462 | 9.00 319 | 5.63 308 | 11.26 345 | 3.96 351 | 0.09 373 | 0.01 51 | 0.00 1 | 0.00 1 | 0.69 507 | 0.01 9 |
|
| rafts_anoy |  | 6.02 342 | 1.67 390 | 6.27 268 | 6.53 471 | 4.98 531 | 5.30 236 | 2.53 342 | 13.77 311 | 21.01 457 | 12.70 361 | 16.23 353 | 8.56 313 | 5.65 309 | 9.09 246 | 5.22 400 | 0.04 305 | 0.31 555 | 0.09 419 | 0.03 290 | 0.25 299 | 0.17 293 |
|
| raft+_RVC |  | 6.69 369 | 1.61 369 | 5.57 228 | 6.37 458 | 4.62 515 | 6.51 333 | 6.18 492 | 20.39 442 | 23.38 488 | 10.62 323 | 17.82 369 | 9.89 336 | 5.65 309 | 10.70 304 | 3.67 331 | 0.00 1 | 0.14 439 | 0.00 1 | 0.00 1 | 0.34 377 | 0.27 380 |
|
| MyStereo06 |  | 6.40 353 | 1.76 422 | 13.15 531 | 6.19 448 | 4.40 500 | 7.09 352 | 9.95 579 | 16.68 370 | 6.98 233 | 12.91 364 | 10.76 287 | 17.84 486 | 5.71 311 | 9.97 279 | 3.39 317 | 0.06 353 | 0.10 371 | 0.02 305 | 0.04 314 | 0.73 517 | 0.29 390 |
|
| Gwc-CoAtRS |  | 5.54 308 | 1.22 214 | 8.40 372 | 4.28 273 | 1.36 255 | 6.93 348 | 1.31 164 | 15.48 342 | 15.03 374 | 12.62 359 | 13.32 318 | 12.74 388 | 5.71 311 | 8.61 214 | 2.98 287 | 0.01 156 | 0.22 505 | 0.00 1 | 0.29 531 | 0.28 324 | 0.07 162 |
|
| MyStereo07 |  | 4.38 247 | 1.92 453 | 5.06 174 | 6.09 439 | 4.31 492 | 6.54 334 | 9.96 581 | 15.35 340 | 5.15 185 | 4.34 206 | 5.65 195 | 3.15 165 | 5.77 313 | 11.33 347 | 1.81 187 | 0.06 353 | 0.10 371 | 0.03 325 | 0.04 314 | 0.63 496 | 0.30 393 |
|
| CroCo-Stereo Lap2 |  | 4.01 236 | 2.03 479 | 8.14 359 | 9.82 593 | 6.03 596 | 1.11 6 | 0.79 119 | 9.71 207 | 7.98 261 | 3.26 166 | 4.99 168 | 9.08 321 | 5.80 314 | 6.08 124 | 4.39 368 | 0.00 1 | 0.05 222 | 0.00 1 | 0.00 1 | 0.71 512 | 0.30 393 |
|
| Pruner-Stereo |  | 6.59 361 | 1.51 326 | 8.71 393 | 6.34 457 | 0.85 170 | 5.66 269 | 4.15 418 | 13.74 309 | 11.02 314 | 18.11 494 | 22.09 445 | 15.86 447 | 5.80 314 | 11.75 375 | 5.15 397 | 0.60 554 | 0.02 115 | 0.18 494 | 0.10 417 | 0.07 132 | 0.16 284 |
|
| Hybrid-DGEV-03 |  | 6.90 384 | 1.58 357 | 5.75 239 | 6.11 443 | 1.20 223 | 11.62 439 | 2.60 347 | 13.70 306 | 14.15 363 | 16.58 456 | 29.44 531 | 14.00 417 | 5.86 316 | 10.87 319 | 3.69 333 | 0.00 1 | 0.07 292 | 0.13 467 | 0.00 1 | 0.35 381 | 0.28 385 |
|
| HHNet |  | 7.39 404 | 1.75 416 | 7.24 311 | 3.26 165 | 3.18 417 | 5.04 219 | 6.40 502 | 19.04 417 | 15.70 391 | 20.71 549 | 32.13 579 | 10.69 348 | 5.91 317 | 10.45 293 | 4.60 376 | 0.40 515 | 0.07 292 | 0.21 510 | 0.13 435 | 0.54 468 | 0.41 435 |
|
| PSi22 |  | 4.19 243 | 1.37 270 | 4.15 119 | 3.83 231 | 0.37 54 | 4.56 153 | 0.25 65 | 7.21 123 | 15.42 384 | 4.31 203 | 6.96 220 | 13.76 414 | 5.93 318 | 13.23 457 | 1.88 193 | 0.00 1 | 0.02 115 | 0.00 1 | 0.00 1 | 0.37 392 | 0.20 325 |
|
| S0 |  | 5.95 335 | 1.20 209 | 5.32 196 | 4.51 292 | 2.78 393 | 18.26 576 | 13.84 636 | 12.84 278 | 7.10 243 | 11.37 330 | 13.26 317 | 8.10 307 | 5.94 319 | 8.70 223 | 2.58 258 | 1.95 639 | 0.27 540 | 0.15 479 | 0.07 380 | 0.45 422 | 0.20 325 |
|
| SE |  | 4.60 256 | 1.47 303 | 5.19 186 | 4.23 262 | 0.85 170 | 9.99 400 | 4.88 447 | 12.51 265 | 10.59 309 | 10.28 316 | 11.98 304 | 4.92 219 | 5.94 319 | 3.97 68 | 1.76 182 | 2.49 653 | 0.07 292 | 0.26 525 | 0.19 473 | 0.37 392 | 0.12 226 |
|
| GMStereo_Zeroshot |   | 10.83 535 | 7.81 638 | 19.95 625 | 9.55 584 | 2.47 368 | 11.83 442 | 1.31 164 | 20.84 445 | 20.52 450 | 22.73 578 | 35.93 618 | 24.76 574 | 5.94 319 | 19.68 584 | 7.04 440 | 0.45 526 | 0.02 115 | 0.25 522 | 0.01 215 | 5.38 659 | 0.19 320 |
|
| Foundation-i1a |  | 2.94 158 | 0.64 26 | 3.21 42 | 2.24 39 | 0.39 60 | 5.32 237 | 3.99 410 | 9.68 204 | 3.94 144 | 5.17 233 | 3.16 94 | 6.62 268 | 5.95 322 | 7.03 154 | 1.32 143 | 0.02 243 | 0.10 371 | 0.00 1 | 0.00 1 | 0.02 11 | 0.06 144 |
|
| dd |  | 7.96 428 | 4.08 576 | 11.49 505 | 6.53 471 | 0.93 187 | 8.28 381 | 4.03 413 | 16.53 367 | 33.82 595 | 15.17 419 | 16.50 356 | 6.79 273 | 5.96 323 | 14.30 485 | 9.90 510 | 1.13 619 | 0.42 579 | 0.17 489 | 0.44 586 | 2.01 599 | 0.79 517 |
|
| AIO-Stereo-zeroshot1 |   | 7.76 419 | 3.78 568 | 19.59 619 | 5.04 330 | 10.79 678 | 5.87 292 | 1.85 277 | 19.52 425 | 7.33 250 | 14.18 391 | 21.16 429 | 16.50 458 | 5.97 324 | 13.73 473 | 3.79 339 | 0.04 305 | 0.17 464 | 0.04 350 | 1.30 648 | 2.45 606 | 2.15 611 |
|
| WQFJX |  | 4.69 261 | 1.22 214 | 5.36 200 | 3.29 171 | 5.73 585 | 14.19 494 | 1.93 290 | 11.24 244 | 8.68 278 | 5.78 243 | 5.47 189 | 5.72 239 | 5.99 325 | 12.05 389 | 6.87 437 | 0.02 243 | 0.00 1 | 0.00 1 | 0.00 1 | 0.11 198 | 0.15 275 |
|
| PFNet+ |  | 6.68 367 | 1.40 282 | 9.60 444 | 5.64 389 | 0.85 170 | 5.79 282 | 1.74 249 | 13.63 302 | 15.30 380 | 17.88 487 | 21.38 433 | 14.52 425 | 6.07 326 | 12.74 434 | 4.89 389 | 0.63 563 | 0.20 487 | 0.11 451 | 0.30 539 | 0.05 100 | 0.91 536 |
|
| aanet-32k-new |  | 2.45 118 | 1.49 317 | 5.53 219 | 2.99 139 | 1.32 241 | 5.09 223 | 1.83 274 | 5.66 55 | 1.61 33 | 1.21 38 | 4.15 126 | 2.17 133 | 6.08 327 | 8.40 205 | 1.04 112 | 0.01 156 | 0.07 292 | 0.00 1 | 0.00 1 | 0.10 186 | 0.21 337 |
|
| Selective-IGEV-i1 |  | 8.86 458 | 1.33 257 | 10.58 484 | 5.92 422 | 2.99 409 | 13.65 482 | 10.07 585 | 24.12 488 | 28.99 548 | 14.85 405 | 19.75 401 | 18.80 504 | 6.10 328 | 11.22 343 | 5.69 414 | 0.10 381 | 0.29 547 | 0.92 610 | 1.10 637 | 0.26 310 | 0.51 463 |
|
| aanet-new-32k |  | 2.32 105 | 1.33 257 | 5.55 223 | 2.88 120 | 1.83 306 | 5.87 292 | 1.73 245 | 7.45 130 | 1.37 18 | 1.71 81 | 4.22 129 | 2.66 154 | 6.13 329 | 2.81 27 | 0.64 32 | 0.00 1 | 0.12 406 | 0.00 1 | 0.00 1 | 0.08 149 | 0.09 184 |
|
| aanet-new-30k |  | 2.32 105 | 1.33 257 | 5.55 223 | 2.88 120 | 1.83 306 | 5.87 292 | 1.73 245 | 7.45 130 | 1.37 18 | 1.71 81 | 4.22 129 | 2.66 154 | 6.13 329 | 2.81 27 | 0.64 32 | 0.00 1 | 0.12 406 | 0.00 1 | 0.00 1 | 0.08 149 | 0.09 184 |
|
| NF-Stereo |  | 6.72 371 | 1.59 360 | 8.93 399 | 6.60 479 | 0.73 154 | 6.27 320 | 3.38 386 | 20.21 441 | 18.01 425 | 13.22 376 | 19.46 397 | 11.82 367 | 6.16 331 | 12.39 411 | 4.74 380 | 0.33 487 | 0.06 262 | 0.20 505 | 0.23 495 | 0.08 149 | 0.05 127 |
|
| OCTAStereo |  | 6.74 374 | 1.59 360 | 8.96 406 | 6.60 479 | 0.72 149 | 6.25 317 | 3.50 389 | 20.20 435 | 18.03 426 | 13.21 373 | 19.45 395 | 12.07 379 | 6.16 331 | 12.36 410 | 4.78 381 | 0.35 494 | 0.06 262 | 0.20 505 | 0.23 495 | 0.09 162 | 0.05 127 |
|
| RE-Stereo |  | 6.73 372 | 1.58 357 | 8.94 401 | 6.59 476 | 0.71 140 | 6.27 320 | 3.51 391 | 20.20 435 | 17.99 423 | 13.21 373 | 19.46 397 | 11.94 371 | 6.20 333 | 12.34 408 | 4.79 384 | 0.34 491 | 0.05 222 | 0.20 505 | 0.23 495 | 0.09 162 | 0.05 127 |
|
| TVStereo |  | 6.73 372 | 1.58 357 | 8.94 401 | 6.59 476 | 0.71 140 | 6.27 320 | 3.51 391 | 20.20 435 | 17.99 423 | 13.21 373 | 19.46 397 | 11.94 371 | 6.20 333 | 12.34 408 | 4.79 384 | 0.34 491 | 0.05 222 | 0.20 505 | 0.23 495 | 0.09 162 | 0.05 127 |
|
| NRIStereo |  | 5.73 324 | 1.67 390 | 8.42 374 | 5.72 402 | 0.41 64 | 6.71 341 | 2.60 347 | 14.73 326 | 10.71 313 | 12.39 345 | 15.07 335 | 11.58 362 | 6.23 335 | 12.06 392 | 4.78 381 | 0.61 558 | 0.17 464 | 0.11 451 | 0.00 1 | 0.28 324 | 0.27 380 |
|
| CRE-IMP |  | 5.53 305 | 1.63 380 | 9.62 446 | 5.65 390 | 0.48 86 | 7.02 351 | 1.70 230 | 11.84 250 | 8.33 273 | 12.99 370 | 16.02 347 | 11.08 354 | 6.23 335 | 12.06 392 | 5.06 394 | 0.28 477 | 0.07 292 | 0.09 419 | 0.00 1 | 0.24 293 | 0.21 337 |
|
| GMOStereo |  | 5.97 337 | 1.55 340 | 7.18 306 | 5.17 350 | 0.71 140 | 5.54 252 | 2.21 313 | 10.54 229 | 12.86 338 | 18.29 499 | 22.01 440 | 17.06 465 | 6.27 337 | 6.62 139 | 2.43 246 | 0.00 1 | 0.23 513 | 0.12 455 | 0.00 1 | 0.46 428 | 0.10 196 |
|
| error version |  | 5.97 337 | 1.55 340 | 7.18 306 | 5.17 350 | 0.71 140 | 5.54 252 | 2.21 313 | 10.54 229 | 12.86 338 | 18.29 499 | 22.01 440 | 17.06 465 | 6.27 337 | 6.62 139 | 2.43 246 | 0.00 1 | 0.23 513 | 0.12 455 | 0.00 1 | 0.46 428 | 0.10 196 |
|
| test-v |  | 5.97 337 | 1.55 340 | 7.18 306 | 5.17 350 | 0.71 140 | 5.54 252 | 2.21 313 | 10.54 229 | 12.86 338 | 18.29 499 | 22.01 440 | 17.06 465 | 6.27 337 | 6.62 139 | 2.43 246 | 0.00 1 | 0.23 513 | 0.12 455 | 0.00 1 | 0.46 428 | 0.10 196 |
|
| test-2 |  | 5.97 337 | 1.55 340 | 7.18 306 | 5.17 350 | 0.71 140 | 5.54 252 | 2.21 313 | 10.54 229 | 12.86 338 | 18.29 499 | 22.01 440 | 17.06 465 | 6.27 337 | 6.62 139 | 2.43 246 | 0.00 1 | 0.23 513 | 0.12 455 | 0.00 1 | 0.46 428 | 0.10 196 |
|
| RAFT-RH_RVC |  | 7.73 418 | 1.25 228 | 6.99 300 | 4.83 314 | 0.90 181 | 11.76 441 | 1.53 197 | 13.00 284 | 14.43 368 | 17.51 480 | 46.41 686 | 11.02 353 | 6.30 341 | 12.68 428 | 4.93 391 | 0.51 541 | 0.04 183 | 0.12 455 | 0.13 435 | 0.09 162 | 0.09 184 |
|
| DFGA-Net |  | 9.06 462 | 3.56 561 | 17.96 606 | 5.71 401 | 3.89 459 | 10.76 418 | 3.08 372 | 25.17 497 | 29.50 549 | 16.21 443 | 18.47 383 | 9.49 329 | 6.31 342 | 15.80 517 | 12.54 543 | 0.05 332 | 0.00 1 | 0.06 384 | 0.09 405 | 1.76 589 | 0.83 521 |
|
| MC-Stereo |  | 3.99 234 | 0.95 125 | 4.70 147 | 5.09 337 | 0.44 77 | 3.77 107 | 1.79 265 | 9.86 212 | 7.05 242 | 6.34 255 | 13.35 319 | 6.83 274 | 6.34 343 | 10.80 313 | 1.75 181 | 0.00 1 | 0.11 393 | 0.06 384 | 0.24 505 | 0.12 204 | 0.14 254 |
|
| rvit_stereo_0075_2 |  | 9.10 463 | 3.87 573 | 19.26 617 | 11.81 644 | 8.82 664 | 5.75 280 | 4.40 426 | 22.77 471 | 17.68 421 | 11.90 336 | 28.34 515 | 16.05 454 | 6.35 344 | 14.30 485 | 7.67 465 | 0.52 543 | 0.34 566 | 0.51 569 | 0.08 389 | 0.38 399 | 1.14 560 |
|
| aanet-new-34k |  | 2.22 96 | 1.33 257 | 6.99 300 | 2.55 83 | 0.37 54 | 2.69 52 | 1.58 206 | 8.25 164 | 2.14 54 | 1.11 29 | 5.28 179 | 2.45 142 | 6.42 345 | 2.04 8 | 0.80 57 | 0.00 1 | 0.08 330 | 0.03 325 | 0.02 261 | 0.07 132 | 0.20 325 |
|
| rvit_0105_6 |  | 5.74 326 | 2.76 531 | 14.29 559 | 9.83 595 | 1.73 295 | 5.18 227 | 5.24 453 | 10.21 221 | 20.31 449 | 6.26 254 | 6.78 212 | 10.10 341 | 6.43 346 | 11.20 342 | 3.33 314 | 0.18 421 | 0.29 547 | 0.00 1 | 0.00 1 | 0.51 457 | 0.14 254 |
|
| aanet-new-78k |  | 2.47 123 | 1.27 235 | 10.18 477 | 3.08 147 | 0.28 18 | 2.19 36 | 1.35 172 | 6.66 107 | 1.44 21 | 1.58 70 | 4.08 124 | 1.02 59 | 6.47 347 | 8.61 214 | 0.83 64 | 0.00 1 | 0.04 183 | 0.00 1 | 0.00 1 | 0.03 52 | 0.22 345 |
|
| MoCha-V2 |  | 3.20 182 | 0.92 121 | 4.82 154 | 5.09 337 | 0.40 61 | 4.63 165 | 1.37 174 | 9.81 210 | 5.41 193 | 5.58 239 | 5.26 178 | 2.63 151 | 6.48 348 | 9.90 275 | 1.15 126 | 0.02 243 | 0.24 524 | 0.00 1 | 0.25 511 | 0.07 132 | 0.04 95 |
|
| knoymous |  | 6.19 349 | 1.49 317 | 4.49 134 | 3.81 229 | 1.87 317 | 5.84 285 | 5.76 472 | 14.51 319 | 14.18 364 | 13.31 377 | 21.59 436 | 12.64 384 | 6.49 349 | 12.41 413 | 4.03 358 | 0.12 394 | 0.13 422 | 0.12 455 | 0.00 1 | 0.71 512 | 0.35 417 |
|
| aanet-new-36k |  | 2.47 123 | 1.13 184 | 5.18 185 | 2.94 130 | 0.28 18 | 5.32 237 | 1.22 155 | 7.53 133 | 2.20 55 | 1.37 58 | 4.35 135 | 1.56 88 | 6.50 350 | 8.66 222 | 0.91 86 | 0.00 1 | 0.07 292 | 0.02 305 | 0.00 1 | 0.03 52 | 0.14 254 |
|
| DisPM |  | 6.43 356 | 1.31 250 | 8.36 368 | 6.61 481 | 1.06 201 | 5.83 283 | 3.82 407 | 13.04 286 | 11.63 321 | 16.38 449 | 23.88 465 | 12.80 389 | 6.50 350 | 13.03 452 | 3.04 293 | 0.51 541 | 0.01 51 | 0.08 407 | 0.15 450 | 0.10 186 | 0.42 438 |
|
| Weightmod |  | 4.73 264 | 1.47 303 | 4.38 129 | 2.73 102 | 2.87 397 | 10.79 421 | 1.76 258 | 11.42 245 | 9.66 295 | 8.14 279 | 10.48 278 | 9.45 328 | 6.51 352 | 9.57 262 | 3.48 320 | 0.87 599 | 0.25 532 | 0.06 384 | 0.02 261 | 0.55 472 | 0.18 303 |
|
| AEACV |  | 3.17 177 | 1.11 176 | 5.39 203 | 4.55 296 | 5.35 564 | 4.29 135 | 1.60 210 | 6.21 88 | 5.43 194 | 3.08 161 | 7.85 235 | 4.23 196 | 6.55 353 | 5.51 108 | 1.56 162 | 0.00 1 | 0.09 349 | 0.03 325 | 0.32 547 | 0.20 262 | 0.12 226 |
|
| iGMRVC |  | 5.54 308 | 1.74 407 | 9.01 411 | 5.09 337 | 0.42 69 | 5.66 269 | 1.81 271 | 12.61 274 | 7.02 240 | 12.52 348 | 18.11 376 | 13.02 395 | 6.64 354 | 11.57 359 | 4.16 360 | 0.82 590 | 0.09 349 | 0.09 419 | 0.00 1 | 0.22 271 | 0.21 337 |
|
| NLCSM |  | 4.99 270 | 1.39 279 | 5.75 239 | 5.86 414 | 5.86 593 | 11.21 435 | 3.80 405 | 10.71 235 | 8.54 277 | 8.36 285 | 5.25 177 | 4.57 211 | 6.65 355 | 13.57 468 | 7.59 459 | 0.29 479 | 0.01 51 | 0.00 1 | 0.01 215 | 0.24 293 | 0.13 243 |
|
| MM-Stereo_test1 |  | 5.04 271 | 1.17 199 | 6.08 255 | 5.38 376 | 0.80 164 | 4.99 211 | 7.07 528 | 13.43 297 | 12.00 327 | 12.94 366 | 10.20 269 | 5.92 245 | 6.69 356 | 11.26 345 | 2.19 232 | 0.01 156 | 0.11 393 | 0.00 1 | 0.00 1 | 0.42 414 | 0.07 162 |
|
| HUI-Stereo |  | 5.48 301 | 1.74 407 | 9.01 411 | 5.08 336 | 0.42 69 | 5.65 264 | 2.77 356 | 12.55 271 | 7.03 241 | 12.54 356 | 18.10 374 | 13.07 399 | 6.71 357 | 9.92 276 | 3.74 335 | 0.61 558 | 0.08 330 | 0.09 419 | 0.00 1 | 0.22 271 | 0.23 356 |
|
| aanet-new-14k |  | 2.92 155 | 0.98 136 | 7.97 348 | 3.81 229 | 0.32 30 | 4.39 142 | 1.76 258 | 10.49 227 | 9.76 299 | 2.98 156 | 4.82 163 | 0.62 41 | 6.72 358 | 2.51 19 | 1.21 134 | 0.00 1 | 0.02 115 | 0.01 271 | 0.00 1 | 0.08 149 | 0.03 61 |
|
| ROB_FTStereo_v2 |  | 5.53 305 | 1.74 407 | 8.97 408 | 5.09 337 | 0.42 69 | 5.64 263 | 2.02 302 | 12.50 263 | 7.00 234 | 12.51 347 | 18.10 374 | 12.99 392 | 6.72 358 | 11.50 354 | 4.04 359 | 0.70 567 | 0.09 349 | 0.09 419 | 0.00 1 | 0.22 271 | 0.23 356 |
|
| Patchmatch Stereo++ |  | 5.56 313 | 1.74 407 | 9.01 411 | 5.09 337 | 0.41 64 | 5.66 269 | 2.40 334 | 12.52 267 | 7.00 234 | 12.52 348 | 18.08 372 | 13.02 395 | 6.74 360 | 11.59 363 | 4.01 356 | 0.78 580 | 0.09 349 | 0.09 419 | 0.00 1 | 0.22 271 | 0.22 345 |
| Wenjia Ren, Qingmin Liao, Zhijing Shao, Xiangru Lin, Xin Yue, Yu Zhang, Zongqing Lu: Patchmatch Stereo++: Patchmatch Binocular Stereo with Continuous Disparity Optimization. ACM MM 2023 |
| ROB_FTStereo |  | 5.49 303 | 1.74 407 | 8.96 406 | 5.09 337 | 0.42 69 | 5.65 264 | 1.68 225 | 12.53 270 | 7.00 234 | 12.53 354 | 18.00 371 | 13.02 395 | 6.74 360 | 11.51 355 | 3.81 341 | 0.60 554 | 0.09 349 | 0.09 419 | 0.00 1 | 0.22 271 | 0.22 345 |
|
| iRAFT |  | 5.56 313 | 1.74 407 | 9.01 411 | 5.09 337 | 0.41 64 | 5.66 269 | 2.40 334 | 12.52 267 | 7.00 234 | 12.52 348 | 18.08 372 | 13.02 395 | 6.74 360 | 11.59 363 | 4.01 356 | 0.78 580 | 0.09 349 | 0.09 419 | 0.00 1 | 0.22 271 | 0.22 345 |
|
| GCAP-Stereo-DPT-cres |  | 2.79 144 | 0.82 78 | 4.94 163 | 2.88 120 | 4.51 510 | 7.85 371 | 1.68 225 | 7.92 148 | 2.72 88 | 2.50 132 | 5.74 198 | 3.82 188 | 6.75 363 | 2.59 21 | 0.94 91 | 0.00 1 | 0.00 1 | 0.00 1 | 0.00 1 | 0.11 198 | 0.03 61 |
|
| StereoVision |  | 7.21 402 | 2.17 496 | 9.29 430 | 9.43 578 | 3.91 463 | 5.09 223 | 1.91 287 | 20.04 433 | 17.37 415 | 8.57 293 | 29.59 534 | 11.08 354 | 6.76 364 | 12.44 414 | 4.71 378 | 0.54 545 | 0.05 222 | 0.16 487 | 0.03 290 | 0.82 530 | 0.30 393 |
|
| PSM-adaLoss |  | 5.50 304 | 1.74 407 | 9.03 416 | 5.09 337 | 0.42 69 | 5.66 269 | 1.98 298 | 12.50 263 | 7.01 239 | 12.52 348 | 18.13 377 | 12.96 391 | 6.77 365 | 11.11 331 | 3.83 343 | 0.72 571 | 0.09 349 | 0.09 419 | 0.00 1 | 0.22 271 | 0.22 345 |
|
| aanet-new-8k |  | 2.87 148 | 1.08 164 | 5.00 170 | 3.55 199 | 0.36 50 | 5.96 297 | 1.77 262 | 9.42 194 | 4.81 167 | 2.01 107 | 3.89 120 | 1.30 74 | 6.79 366 | 9.92 276 | 1.42 149 | 0.01 156 | 0.00 1 | 0.00 1 | 0.00 1 | 0.08 149 | 0.04 95 |
|
| RAFT-IKP |  | 5.53 305 | 1.74 407 | 8.95 403 | 5.09 337 | 0.41 64 | 5.45 245 | 2.08 307 | 12.52 267 | 7.00 234 | 12.52 348 | 18.13 377 | 12.93 390 | 6.79 366 | 11.59 363 | 3.99 354 | 0.80 586 | 0.09 349 | 0.09 419 | 0.00 1 | 0.22 271 | 0.22 345 |
|
| GANet-ADL |  | 8.36 442 | 2.31 509 | 8.44 376 | 7.39 520 | 2.65 383 | 12.58 460 | 5.24 453 | 29.55 562 | 25.24 514 | 14.19 393 | 16.70 359 | 17.07 470 | 6.91 368 | 10.65 301 | 6.26 426 | 0.38 502 | 0.39 571 | 0.10 438 | 0.12 430 | 0.75 523 | 0.28 385 |
|
| GwcNet-ADL |  | 8.48 444 | 1.70 400 | 9.38 436 | 7.10 507 | 2.78 393 | 6.74 344 | 6.57 512 | 30.15 567 | 26.01 525 | 15.15 418 | 17.77 368 | 13.93 415 | 6.96 369 | 12.96 445 | 9.91 511 | 0.48 534 | 0.72 626 | 0.01 271 | 0.01 215 | 0.51 457 | 0.84 523 |
|
| Selective-IGEV-i16pc |  | 10.06 507 | 1.72 403 | 15.71 578 | 5.65 390 | 1.66 287 | 36.81 690 | 11.67 615 | 18.83 413 | 26.73 532 | 10.16 312 | 21.57 434 | 15.78 445 | 7.07 370 | 14.19 483 | 8.16 483 | 2.15 643 | 0.94 644 | 0.26 525 | 0.53 599 | 0.77 526 | 0.87 529 |
|
| MSCF |  | 3.01 163 | 1.87 443 | 5.23 188 | 3.98 240 | 0.70 135 | 5.42 243 | 1.48 182 | 8.59 173 | 4.59 161 | 5.05 230 | 6.40 207 | 1.76 101 | 7.07 370 | 5.69 113 | 1.36 146 | 0.00 1 | 0.02 115 | 0.00 1 | 0.63 607 | 0.16 239 | 0.24 363 |
|
| GASTEREO |  | 3.18 179 | 1.99 464 | 5.13 178 | 4.28 273 | 0.70 135 | 5.59 258 | 1.49 186 | 8.66 180 | 4.94 173 | 5.17 233 | 6.84 216 | 1.58 89 | 7.14 372 | 7.72 180 | 1.38 147 | 0.00 1 | 0.02 115 | 0.00 1 | 0.64 608 | 0.08 149 | 0.23 356 |
|
| FSD |  | 7.83 421 | 6.74 627 | 11.67 507 | 13.63 658 | 5.31 562 | 8.20 379 | 12.18 623 | 12.39 261 | 7.98 261 | 7.94 277 | 7.35 225 | 9.35 327 | 7.17 373 | 10.94 321 | 8.86 497 | 5.58 684 | 2.77 687 | 5.46 676 | 4.09 682 | 5.17 656 | 3.91 643 |
|
| UDGNet |  | 10.05 506 | 13.89 681 | 10.00 473 | 9.36 577 | 2.69 384 | 7.82 370 | 1.88 281 | 18.86 414 | 34.64 606 | 17.52 481 | 13.70 321 | 13.40 407 | 7.18 374 | 13.01 449 | 6.30 429 | 5.30 680 | 0.08 330 | 12.57 708 | 2.80 670 | 8.19 677 | 1.71 592 |
|
| DEFOM-Stereo_RVC |  | 3.18 179 | 6.90 631 | 3.85 90 | 10.48 615 | 1.59 276 | 4.71 175 | 0.47 85 | 8.39 172 | 2.76 91 | 2.34 123 | 3.12 93 | 0.74 51 | 7.20 375 | 9.02 245 | 1.62 169 | 0.00 1 | 0.14 439 | 0.00 1 | 0.19 473 | 0.02 11 | 0.03 61 |
|
| OMP-Stereo |  | 6.93 388 | 2.57 525 | 9.03 416 | 10.63 619 | 1.72 294 | 4.89 199 | 1.91 287 | 17.84 390 | 15.56 389 | 16.69 460 | 14.16 323 | 17.70 483 | 7.33 376 | 12.93 443 | 4.83 387 | 0.24 460 | 0.03 158 | 0.06 384 | 0.02 261 | 0.19 258 | 0.39 427 |
|
| RAFT_CTSACE |  | 8.24 438 | 1.97 461 | 8.39 370 | 6.89 498 | 5.11 542 | 5.86 290 | 2.63 350 | 14.62 324 | 16.88 406 | 23.52 589 | 34.77 611 | 16.02 451 | 7.37 377 | 17.91 559 | 2.23 236 | 0.00 1 | 0.12 406 | 0.00 1 | 0.03 290 | 0.39 402 | 0.05 127 |
|
| castereo |  | 3.96 231 | 1.45 299 | 4.33 124 | 3.73 221 | 1.04 197 | 6.35 324 | 7.23 536 | 9.95 213 | 15.86 396 | 3.01 158 | 7.69 232 | 3.59 180 | 7.43 378 | 5.17 104 | 1.88 193 | 0.03 284 | 0.13 422 | 0.00 1 | 0.26 517 | 0.07 132 | 0.03 61 |
|
| SMOE |  | 5.86 329 | 1.15 194 | 5.68 235 | 4.41 284 | 0.90 181 | 13.49 479 | 6.83 521 | 17.46 381 | 11.25 320 | 11.53 332 | 14.89 333 | 9.61 331 | 7.48 379 | 6.40 132 | 2.77 272 | 0.23 454 | 0.01 51 | 2.36 654 | 0.05 344 | 0.45 422 | 0.34 411 |
|
| MLCV |  | 9.32 473 | 2.22 502 | 12.55 522 | 5.22 363 | 1.32 241 | 13.79 485 | 1.35 172 | 21.14 450 | 23.65 493 | 21.91 568 | 31.37 563 | 17.14 472 | 7.57 380 | 16.00 530 | 10.18 517 | 0.22 444 | 0.01 51 | 0.03 325 | 0.02 261 | 0.40 407 | 0.29 390 |
|
| IPLGR |  | 7.14 397 | 1.31 250 | 13.14 530 | 4.24 264 | 1.15 218 | 9.78 398 | 0.98 138 | 23.98 483 | 21.70 470 | 16.22 444 | 18.43 380 | 8.45 312 | 7.66 381 | 9.26 252 | 5.45 410 | 0.21 438 | 0.05 222 | 0.04 350 | 0.06 367 | 0.32 363 | 0.38 424 |
|
| aanet-new |  | 3.09 172 | 1.23 219 | 5.57 228 | 4.01 242 | 2.64 382 | 10.34 407 | 1.80 267 | 7.22 124 | 1.74 38 | 1.88 95 | 5.05 174 | 2.33 139 | 7.68 382 | 9.12 247 | 0.99 99 | 0.01 156 | 0.07 292 | 0.00 1 | 0.00 1 | 0.05 100 | 0.05 127 |
|
| PCWNet_CMD |  | 9.64 487 | 1.77 428 | 10.59 485 | 4.80 313 | 2.90 400 | 16.25 550 | 2.42 336 | 29.37 559 | 34.10 600 | 17.41 475 | 22.04 444 | 19.10 509 | 7.70 383 | 12.05 389 | 6.86 436 | 0.22 444 | 0.45 591 | 0.80 597 | 0.22 486 | 3.11 623 | 0.69 501 |
|
| PFNet |  | 7.91 424 | 1.44 297 | 11.60 506 | 7.03 501 | 2.42 363 | 7.60 368 | 6.03 487 | 23.36 478 | 17.24 412 | 20.29 541 | 17.67 366 | 15.44 441 | 7.71 384 | 13.02 451 | 5.71 415 | 0.24 460 | 0.20 487 | 0.12 455 | 0.19 473 | 0.31 353 | 0.61 486 |
|
| monster_256*512 |  | 5.59 317 | 1.48 310 | 5.42 205 | 5.24 366 | 3.41 429 | 5.27 234 | 3.69 402 | 24.08 486 | 13.24 349 | 7.52 275 | 10.58 279 | 12.66 386 | 7.73 385 | 7.05 156 | 3.68 332 | 0.02 243 | 0.00 1 | 0.00 1 | 0.01 215 | 0.35 381 | 0.40 434 |
|
| MultiAttention |  | 21.34 665 | 1.48 310 | 14.65 564 | 12.08 647 | 4.10 477 | 63.05 738 | 95.71 774 | 42.52 693 | 41.89 650 | 15.33 423 | 30.20 544 | 28.14 595 | 7.73 385 | 44.07 715 | 13.67 556 | 0.84 595 | 0.27 540 | 1.06 617 | 1.58 654 | 4.47 646 | 3.88 642 |
|
| GMM-Stereo |  | 8.34 441 | 1.09 170 | 6.42 270 | 6.14 446 | 2.52 369 | 10.30 406 | 9.64 575 | 23.44 479 | 10.64 312 | 17.84 485 | 29.89 538 | 17.37 480 | 7.75 387 | 11.55 357 | 4.36 366 | 0.05 332 | 0.01 51 | 0.23 518 | 0.90 622 | 0.46 428 | 6.26 668 |
|
| rvit_0105_4 |  | 6.69 369 | 2.81 533 | 15.46 574 | 10.22 607 | 1.58 274 | 5.99 299 | 5.81 473 | 13.77 311 | 23.65 493 | 7.16 272 | 9.46 255 | 12.64 384 | 7.78 388 | 12.03 385 | 3.83 343 | 0.19 425 | 0.47 595 | 0.00 1 | 0.01 215 | 0.60 488 | 0.37 421 |
|
| MSMDNet |  | 9.64 487 | 1.77 428 | 10.63 486 | 4.83 314 | 2.90 400 | 16.35 551 | 2.37 329 | 29.33 557 | 34.29 604 | 17.43 477 | 22.10 446 | 19.05 508 | 7.79 389 | 12.11 399 | 6.87 437 | 0.23 454 | 0.46 593 | 0.67 586 | 0.21 483 | 2.77 614 | 0.60 484 |
|
| AFF-stereo |  | 6.17 348 | 1.61 369 | 7.02 302 | 4.08 246 | 0.64 120 | 3.53 98 | 0.76 115 | 16.00 358 | 13.14 345 | 12.86 363 | 25.42 479 | 15.67 443 | 7.86 390 | 11.12 332 | 3.21 308 | 0.02 243 | 0.06 262 | 0.00 1 | 0.00 1 | 0.40 407 | 0.08 177 |
|
| sAnonymous2 |  | 6.59 361 | 6.21 615 | 19.05 615 | 8.91 564 | 5.27 557 | 4.58 158 | 6.69 515 | 15.56 345 | 11.12 317 | 4.86 225 | 8.71 242 | 3.81 186 | 7.93 391 | 7.38 167 | 2.89 279 | 0.09 373 | 0.07 292 | 0.05 361 | 0.28 527 | 11.25 694 | 7.10 681 |
|
| CroCo_RVC |  | 6.59 361 | 6.21 615 | 19.05 615 | 8.91 564 | 5.27 557 | 4.58 158 | 6.69 515 | 15.56 345 | 11.12 317 | 4.86 225 | 8.71 242 | 3.81 186 | 7.93 391 | 7.38 167 | 2.89 279 | 0.09 373 | 0.07 292 | 0.05 361 | 0.28 527 | 11.25 694 | 7.10 681 |
|
| DN-CSS_ROB |  | 8.17 436 | 2.59 527 | 14.14 553 | 6.11 443 | 3.22 420 | 6.31 323 | 3.53 394 | 22.92 474 | 20.59 452 | 16.66 458 | 30.05 542 | 9.31 324 | 7.95 393 | 13.49 464 | 4.78 381 | 0.72 571 | 0.00 1 | 0.45 562 | 0.00 1 | 0.54 468 | 0.09 184 |
|
| MyStereo8 |  | 7.13 396 | 2.48 517 | 10.86 494 | 6.81 494 | 4.98 531 | 10.73 417 | 1.42 177 | 14.58 323 | 9.73 296 | 15.75 431 | 23.16 457 | 12.17 380 | 7.96 394 | 9.85 273 | 10.21 519 | 0.04 305 | 0.19 481 | 0.08 407 | 0.21 483 | 0.58 485 | 0.82 520 |
|
| RAFT+CT+SA |  | 7.44 408 | 1.46 301 | 6.46 273 | 10.73 622 | 3.34 427 | 4.70 174 | 7.45 541 | 16.45 365 | 25.89 521 | 10.18 313 | 27.15 503 | 7.27 288 | 8.00 395 | 15.11 500 | 3.19 307 | 0.02 243 | 0.00 1 | 0.18 494 | 0.46 590 | 0.30 341 | 0.47 453 |
|
| TestStereo_HL3 |  | 6.76 377 | 1.13 184 | 9.61 445 | 3.71 219 | 1.99 330 | 10.46 408 | 6.01 486 | 13.68 303 | 8.31 272 | 12.97 368 | 33.03 593 | 12.44 382 | 8.03 396 | 11.04 325 | 2.39 244 | 0.11 388 | 0.05 222 | 0.01 271 | 0.01 215 | 0.09 162 | 0.06 144 |
|
| RAFT-Stereo + iAFF |  | 5.48 301 | 1.66 387 | 7.56 325 | 3.49 192 | 0.40 61 | 2.75 55 | 0.67 102 | 16.07 360 | 14.76 372 | 12.27 341 | 18.67 385 | 11.95 373 | 8.08 397 | 7.84 186 | 2.89 279 | 0.01 156 | 0.06 262 | 0.00 1 | 0.00 1 | 0.37 392 | 0.04 95 |
|
| iRaft-Stereo_20w |  | 6.06 345 | 1.84 440 | 12.04 516 | 4.23 262 | 1.67 289 | 6.77 345 | 2.22 317 | 18.73 410 | 6.08 210 | 14.72 401 | 10.33 273 | 13.42 409 | 8.14 398 | 15.88 521 | 3.08 300 | 0.01 156 | 0.24 524 | 0.13 467 | 0.39 570 | 0.61 490 | 0.71 506 |
|
| TestStereo-Hl |   | 5.40 297 | 1.33 257 | 5.55 223 | 3.00 140 | 0.89 178 | 5.51 248 | 4.03 413 | 14.53 320 | 13.48 356 | 10.10 311 | 16.08 348 | 8.99 318 | 8.18 399 | 12.60 427 | 3.48 320 | 0.05 332 | 0.03 158 | 0.01 271 | 0.00 1 | 0.16 239 | 0.06 144 |
|
| KYRaft |  | 9.04 461 | 1.11 176 | 7.02 302 | 6.50 468 | 0.97 191 | 8.27 380 | 8.19 548 | 22.86 473 | 8.20 268 | 21.30 562 | 31.38 564 | 22.64 545 | 8.20 400 | 11.99 383 | 2.96 284 | 0.02 243 | 0.02 115 | 0.05 361 | 0.68 611 | 0.40 407 | 18.09 724 |
|
| Selective-RAFT |  | 5.78 328 | 0.83 82 | 10.24 478 | 6.70 486 | 0.72 149 | 15.49 526 | 1.13 148 | 13.82 314 | 15.41 383 | 6.97 270 | 6.97 221 | 11.63 363 | 8.27 401 | 12.32 407 | 4.73 379 | 0.10 381 | 0.01 51 | 0.00 1 | 0.26 517 | 0.07 132 | 0.03 61 |
|
| IGEV_i1 |  | 8.11 433 | 1.53 332 | 9.99 469 | 5.80 407 | 1.15 218 | 16.03 535 | 7.19 535 | 19.82 431 | 15.30 380 | 16.39 450 | 17.38 363 | 17.95 489 | 8.38 402 | 14.44 489 | 7.44 448 | 0.25 466 | 0.19 481 | 1.08 620 | 1.12 642 | 0.26 310 | 0.54 470 |
|
| Weightmod_eth |  | 4.78 267 | 1.21 212 | 4.72 149 | 4.31 279 | 4.65 518 | 7.97 373 | 2.77 356 | 13.53 298 | 6.62 223 | 7.96 278 | 8.11 236 | 9.28 323 | 8.39 403 | 9.49 258 | 1.48 152 | 4.37 675 | 0.10 371 | 0.00 1 | 0.00 1 | 0.51 457 | 0.18 303 |
|
| IIG-Stereo |  | 7.41 407 | 2.13 494 | 8.55 383 | 10.02 601 | 1.76 300 | 6.82 346 | 1.53 197 | 17.17 377 | 15.84 395 | 18.74 512 | 20.30 412 | 18.01 491 | 8.39 403 | 12.89 440 | 5.22 400 | 0.27 473 | 0.03 158 | 0.03 325 | 0.00 1 | 0.16 239 | 0.30 393 |
|
| ARAFT |  | 8.50 445 | 3.19 552 | 16.58 590 | 5.52 385 | 0.91 183 | 12.13 452 | 11.20 607 | 17.19 378 | 18.28 430 | 18.40 506 | 16.33 354 | 17.10 471 | 8.58 405 | 18.56 568 | 5.00 392 | 0.11 388 | 0.04 183 | 0.00 1 | 0.00 1 | 0.55 472 | 0.25 370 |
|
| SST-Stereo |  | 6.60 364 | 1.46 301 | 8.37 369 | 6.68 484 | 0.77 157 | 6.01 304 | 1.93 290 | 14.68 325 | 9.24 289 | 19.09 518 | 20.43 413 | 16.86 463 | 8.59 406 | 13.49 464 | 3.80 340 | 0.22 444 | 0.05 222 | 0.13 467 | 0.00 1 | 0.08 149 | 0.05 127 |
|
| DCANet-4 |  | 6.41 354 | 1.02 145 | 9.66 451 | 3.41 181 | 0.68 129 | 4.73 177 | 1.70 230 | 17.70 386 | 24.33 506 | 15.10 412 | 20.25 408 | 6.45 265 | 8.65 407 | 8.47 208 | 5.31 404 | 0.01 156 | 0.04 183 | 0.00 1 | 0.00 1 | 0.09 162 | 0.63 488 |
|
| RAFT_R40 |  | 6.91 385 | 1.53 332 | 8.45 377 | 6.79 492 | 0.77 157 | 5.86 290 | 3.82 407 | 14.85 328 | 14.53 370 | 18.05 493 | 20.03 405 | 17.06 465 | 8.69 408 | 13.40 461 | 3.84 345 | 0.14 402 | 0.02 115 | 0.14 472 | 0.00 1 | 0.09 162 | 0.05 127 |
|
| DDVS |  | 10.70 527 | 3.00 545 | 11.95 513 | 6.84 496 | 3.80 457 | 15.73 528 | 2.83 362 | 23.57 480 | 17.37 415 | 20.98 552 | 29.89 538 | 31.40 622 | 8.70 409 | 19.22 580 | 13.19 550 | 0.74 577 | 1.53 661 | 0.07 396 | 0.21 483 | 0.84 533 | 2.11 606 |
|
| ccs_rob |  | 9.61 486 | 1.92 453 | 10.72 488 | 4.55 296 | 2.89 399 | 14.33 497 | 2.86 364 | 26.85 523 | 32.36 586 | 17.05 466 | 22.91 454 | 22.12 539 | 8.70 409 | 12.10 397 | 7.44 448 | 0.19 425 | 0.44 586 | 1.38 635 | 0.25 511 | 2.68 611 | 0.57 478 |
|
| CFNet_pseudo |  | 9.58 484 | 1.91 449 | 10.73 489 | 4.53 294 | 2.91 402 | 14.26 495 | 2.75 355 | 26.73 522 | 32.14 583 | 17.10 468 | 23.02 455 | 22.14 540 | 8.74 411 | 12.17 401 | 7.43 447 | 0.20 433 | 0.45 591 | 1.24 633 | 0.24 505 | 2.49 608 | 0.49 461 |
|
| Anonymous3 |  | 9.60 485 | 3.45 558 | 29.83 658 | 9.58 586 | 4.75 520 | 24.51 623 | 10.20 591 | 24.04 485 | 18.77 435 | 10.42 318 | 14.64 329 | 7.97 303 | 8.75 412 | 14.05 479 | 5.80 416 | 2.44 652 | 1.39 656 | 0.08 407 | 0.06 367 | 0.73 517 | 0.48 457 |
|
| S |  | 6.47 359 | 1.14 187 | 6.16 259 | 3.77 227 | 5.27 557 | 15.96 534 | 7.30 537 | 15.06 330 | 16.00 397 | 13.40 382 | 17.00 362 | 6.36 261 | 8.81 413 | 7.41 169 | 3.32 313 | 0.22 444 | 0.07 292 | 0.59 577 | 0.41 574 | 0.53 465 | 0.57 478 |
|
| Sa-1000 |  | 8.38 443 | 1.50 323 | 8.13 358 | 7.56 529 | 0.89 178 | 14.39 498 | 2.47 337 | 24.31 490 | 23.74 497 | 15.18 420 | 28.35 516 | 11.42 361 | 8.85 414 | 16.20 536 | 3.28 312 | 0.17 418 | 0.23 513 | 0.15 479 | 0.23 495 | 0.46 428 | 0.19 320 |
|
| RCA-Stereo |  | 5.32 292 | 1.08 164 | 5.91 246 | 4.29 277 | 0.51 92 | 5.65 264 | 4.12 417 | 16.97 373 | 18.67 434 | 8.27 283 | 14.16 323 | 8.86 316 | 8.90 415 | 6.45 133 | 2.18 231 | 0.00 1 | 0.07 292 | 0.10 438 | 0.00 1 | 0.10 186 | 0.07 162 |
|
| xyz-stereo-finetune2 |  | 5.60 319 | 1.64 381 | 5.87 244 | 2.44 67 | 0.32 30 | 15.39 521 | 1.90 286 | 10.59 233 | 5.28 189 | 10.58 320 | 17.82 369 | 7.37 293 | 8.93 416 | 14.86 498 | 8.46 488 | 0.01 156 | 0.02 115 | 0.08 407 | 0.14 441 | 0.23 286 | 0.04 95 |
|
| rvit_0105_5 |  | 7.60 410 | 3.13 551 | 16.37 588 | 9.97 600 | 1.59 276 | 7.41 360 | 6.27 494 | 17.78 389 | 25.62 518 | 10.30 317 | 10.39 274 | 14.79 429 | 8.95 417 | 12.51 423 | 4.87 388 | 0.17 418 | 0.42 579 | 0.00 1 | 0.11 427 | 0.62 493 | 0.71 506 |
|
| HH |  | 5.47 298 | 2.08 485 | 9.00 409 | 4.88 321 | 1.07 202 | 4.93 202 | 3.60 400 | 16.68 370 | 6.83 228 | 8.39 288 | 12.14 306 | 15.05 433 | 9.06 418 | 12.68 428 | 1.93 200 | 0.02 243 | 0.17 464 | 0.18 494 | 0.00 1 | 0.28 324 | 0.48 457 |
|
| HanStereo |  | 5.47 298 | 2.08 485 | 9.00 409 | 4.88 321 | 1.07 202 | 4.93 202 | 3.60 400 | 16.68 370 | 6.83 228 | 8.39 288 | 12.14 306 | 15.05 433 | 9.06 418 | 12.68 428 | 1.93 200 | 0.02 243 | 0.17 464 | 0.18 494 | 0.00 1 | 0.28 324 | 0.48 457 |
|
| tt1 |  | 5.27 287 | 1.99 464 | 5.11 176 | 6.02 435 | 0.26 10 | 10.59 416 | 4.22 424 | 18.45 404 | 16.31 400 | 6.75 260 | 8.95 245 | 4.75 214 | 9.15 420 | 10.82 315 | 1.61 167 | 0.00 1 | 0.05 222 | 0.00 1 | 0.04 314 | 0.26 310 | 0.14 254 |
|
| raftrobust |  | 5.56 313 | 1.42 287 | 6.00 251 | 7.04 503 | 5.11 542 | 4.90 201 | 1.88 281 | 17.13 376 | 13.72 358 | 11.87 335 | 11.58 298 | 7.82 298 | 9.21 421 | 10.28 286 | 2.92 283 | 0.02 243 | 0.05 222 | 0.00 1 | 0.00 1 | 0.22 271 | 0.11 215 |
|
| AIO-Stereo-zeroshot |   | 7.16 399 | 3.12 550 | 14.04 552 | 4.74 307 | 6.89 623 | 6.58 337 | 0.68 103 | 21.97 464 | 9.36 292 | 10.84 324 | 17.38 363 | 17.36 479 | 9.24 422 | 12.45 418 | 4.44 370 | 0.04 305 | 0.24 524 | 0.10 438 | 1.00 633 | 1.36 572 | 1.43 577 |
|
| 11t1 |  | 5.86 329 | 1.10 173 | 7.74 338 | 5.18 355 | 1.44 258 | 13.82 486 | 2.36 326 | 14.92 329 | 7.26 248 | 12.98 369 | 11.10 290 | 11.24 358 | 9.30 423 | 11.59 363 | 6.54 430 | 0.10 381 | 0.16 457 | 0.00 1 | 0.01 215 | 0.18 254 | 0.23 356 |
|
| TestStereo1 |  | 7.62 412 | 1.62 375 | 7.60 327 | 10.47 613 | 1.86 313 | 4.76 187 | 2.48 338 | 19.73 428 | 22.33 477 | 16.79 463 | 26.02 486 | 9.33 325 | 9.30 423 | 15.92 524 | 3.37 315 | 0.01 156 | 0.02 115 | 0.02 305 | 0.05 344 | 0.55 472 | 0.28 385 |
|
| SA-5K |  | 7.62 412 | 1.62 375 | 7.60 327 | 10.47 613 | 1.86 313 | 4.76 187 | 2.48 338 | 19.73 428 | 22.33 477 | 16.79 463 | 26.02 486 | 9.33 325 | 9.30 423 | 15.92 524 | 3.37 315 | 0.01 156 | 0.02 115 | 0.02 305 | 0.05 344 | 0.55 472 | 0.28 385 |
|
| GES |  | 8.51 446 | 1.98 463 | 11.82 510 | 6.39 460 | 1.77 302 | 12.36 457 | 6.22 493 | 21.55 453 | 21.34 464 | 19.02 517 | 26.02 486 | 8.79 315 | 9.34 426 | 13.94 477 | 7.24 444 | 0.38 502 | 0.10 371 | 0.30 544 | 0.14 441 | 0.69 507 | 0.73 509 |
|
| CFNet_ucs |  | 10.25 514 | 1.91 449 | 11.88 511 | 4.98 326 | 4.08 474 | 15.11 514 | 3.57 398 | 28.02 537 | 31.98 582 | 18.21 497 | 25.20 477 | 23.27 552 | 9.38 427 | 13.38 460 | 7.22 443 | 0.23 454 | 0.81 633 | 1.65 640 | 0.22 486 | 3.01 619 | 0.93 537 |
|
| BUS |  | 9.20 465 | 1.48 310 | 7.93 345 | 6.74 489 | 3.96 464 | 17.62 573 | 2.79 358 | 33.06 613 | 21.58 467 | 17.99 490 | 21.34 430 | 14.49 423 | 9.40 428 | 14.18 480 | 10.57 523 | 0.19 425 | 0.13 422 | 0.14 472 | 0.04 314 | 0.30 341 | 0.09 184 |
|
| NINENet |  | 10.74 530 | 2.29 507 | 10.44 482 | 8.03 545 | 5.09 539 | 17.62 573 | 2.79 358 | 38.69 672 | 33.24 594 | 18.35 503 | 26.31 491 | 14.49 423 | 9.40 428 | 15.88 521 | 10.57 523 | 0.41 517 | 0.21 495 | 0.29 540 | 0.00 1 | 0.42 414 | 0.23 356 |
|
| AdaStereo |  | 10.22 512 | 3.63 562 | 9.14 426 | 9.15 571 | 3.24 422 | 15.79 531 | 5.39 463 | 31.94 594 | 25.42 516 | 18.39 505 | 26.47 493 | 19.44 514 | 9.50 430 | 16.60 544 | 8.59 491 | 0.44 524 | 0.05 222 | 0.40 558 | 0.00 1 | 0.57 481 | 0.16 284 |
| Xiao Song, Guorun Yang, Xinge Zhu, Hui Zhou, Zhe Wang, Jianping Shi: AdaStereo: A Simple and Efficient Approach for Adaptive Stereo Matching. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2021. |
| 111 |  | 7.26 403 | 1.65 383 | 7.28 313 | 3.56 200 | 0.32 30 | 10.76 418 | 3.53 394 | 20.55 444 | 27.51 539 | 10.07 310 | 16.62 357 | 14.30 419 | 9.53 431 | 12.02 384 | 5.87 418 | 0.14 402 | 0.01 51 | 0.00 1 | 0.00 1 | 0.31 353 | 1.14 560 |
|
| SFCPSM |  | 8.85 456 | 1.40 282 | 11.34 501 | 5.23 365 | 3.47 437 | 16.55 556 | 7.18 534 | 30.71 578 | 25.24 514 | 16.45 451 | 19.45 395 | 11.10 356 | 9.61 432 | 11.88 379 | 5.52 411 | 0.22 444 | 0.17 464 | 0.36 553 | 0.22 486 | 0.29 332 | 0.58 481 |
|
| zzzzzzz1 |  | 8.07 431 | 7.41 635 | 19.27 618 | 5.70 396 | 5.22 549 | 7.73 369 | 3.29 378 | 19.54 426 | 18.81 436 | 10.22 315 | 16.45 355 | 14.44 422 | 9.67 433 | 12.40 412 | 7.55 455 | 0.94 604 | 0.27 540 | 0.00 1 | 0.06 367 | 1.62 580 | 0.87 529 |
|
| MIPNet |  | 6.75 376 | 1.67 390 | 12.34 518 | 4.67 304 | 1.47 260 | 10.01 401 | 2.24 319 | 26.43 517 | 17.22 410 | 14.72 401 | 12.75 311 | 7.02 280 | 9.68 434 | 8.44 207 | 5.26 402 | 0.01 156 | 0.04 183 | 0.05 361 | 0.09 405 | 0.35 381 | 0.55 472 |
|
| test_sample3 |  | 8.76 453 | 1.62 375 | 9.99 469 | 5.21 361 | 2.61 377 | 17.43 567 | 5.37 456 | 26.91 524 | 19.77 443 | 17.13 469 | 20.82 423 | 16.55 460 | 9.70 435 | 12.52 425 | 8.59 491 | 0.21 438 | 0.07 292 | 0.05 361 | 0.04 314 | 0.39 402 | 0.30 393 |
|
| ACVNet-DCA |  | 5.28 288 | 2.00 466 | 4.99 166 | 5.89 416 | 0.26 10 | 10.85 424 | 5.38 458 | 20.20 435 | 11.88 324 | 6.95 266 | 10.01 259 | 4.49 205 | 9.78 436 | 10.79 310 | 1.59 164 | 0.00 1 | 0.05 222 | 0.00 1 | 0.04 314 | 0.25 299 | 0.20 325 |
|
| 1test111 |  | 5.59 317 | 2.00 466 | 4.99 166 | 5.89 416 | 0.26 10 | 10.85 424 | 5.38 458 | 20.20 435 | 11.88 324 | 6.95 266 | 10.01 259 | 4.49 205 | 9.78 436 | 11.09 329 | 7.45 450 | 0.00 1 | 0.05 222 | 0.00 1 | 0.04 314 | 0.25 299 | 0.20 325 |
|
| cc1 |  | 5.34 293 | 2.00 466 | 4.99 166 | 5.89 416 | 0.26 10 | 10.85 424 | 5.38 458 | 17.85 392 | 15.48 386 | 6.95 266 | 10.01 259 | 4.49 205 | 9.78 436 | 10.79 310 | 1.59 164 | 0.00 1 | 0.05 222 | 0.00 1 | 0.04 314 | 0.30 341 | 0.13 243 |
|
| HCRNet |  | 8.80 455 | 1.43 291 | 7.74 338 | 14.41 669 | 5.25 553 | 10.85 424 | 2.56 346 | 26.07 513 | 18.04 427 | 15.48 425 | 25.03 473 | 18.63 503 | 9.93 439 | 13.01 449 | 6.76 435 | 0.04 305 | 0.04 183 | 0.10 438 | 0.01 215 | 0.18 254 | 0.38 424 |
|
| rvit_0105_3 |  | 9.23 466 | 3.67 564 | 17.68 602 | 11.75 642 | 1.89 319 | 9.37 397 | 8.48 555 | 18.68 408 | 30.64 566 | 15.02 410 | 14.72 330 | 17.87 487 | 9.94 440 | 15.66 513 | 6.54 430 | 0.36 497 | 0.43 584 | 0.01 271 | 0.41 574 | 0.50 453 | 1.01 547 |
|
| mmm |  | 7.72 417 | 1.50 323 | 8.56 384 | 5.29 368 | 1.89 319 | 14.14 493 | 5.70 471 | 18.42 403 | 11.02 314 | 16.04 439 | 23.78 461 | 17.00 464 | 10.03 441 | 12.03 385 | 7.54 454 | 0.12 394 | 0.07 292 | 0.50 568 | 0.20 479 | 0.31 353 | 0.18 303 |
|
| x |  | 6.80 379 | 1.36 267 | 6.94 298 | 4.58 300 | 1.88 318 | 10.78 420 | 4.55 433 | 19.79 430 | 10.62 310 | 12.69 360 | 19.54 400 | 14.87 431 | 10.11 442 | 9.52 259 | 8.03 477 | 0.07 364 | 0.15 446 | 0.04 350 | 0.04 314 | 0.24 293 | 0.22 345 |
|
| FACV-RUCA |  | 7.66 415 | 1.94 457 | 9.40 437 | 7.72 537 | 6.03 596 | 12.99 469 | 3.10 373 | 19.47 424 | 18.51 431 | 12.27 341 | 18.43 380 | 8.28 309 | 10.16 443 | 11.38 349 | 5.62 412 | 0.36 497 | 0.62 619 | 4.36 671 | 0.30 539 | 1.72 588 | 0.55 472 |
|
| IRAFT_RVC |  | 8.76 453 | 1.47 303 | 9.55 443 | 7.31 514 | 1.77 302 | 6.49 332 | 10.43 594 | 25.94 510 | 27.33 535 | 17.50 479 | 19.85 403 | 17.93 488 | 10.21 444 | 12.88 439 | 5.44 409 | 0.17 418 | 0.30 551 | 0.19 502 | 0.05 344 | 0.22 271 | 0.12 226 |
|
| DeepStereo_RVC |  | 5.65 321 | 1.65 383 | 9.06 418 | 5.21 361 | 0.56 103 | 5.55 256 | 1.84 276 | 12.16 256 | 7.22 245 | 13.94 387 | 14.96 334 | 12.58 383 | 10.27 445 | 11.25 344 | 5.81 417 | 0.39 512 | 0.10 371 | 0.11 451 | 0.00 1 | 0.18 254 | 0.22 345 |
|
| noway7 |  | 7.40 405 | 6.70 625 | 18.40 610 | 5.73 403 | 3.28 423 | 6.40 328 | 2.10 308 | 27.85 534 | 14.49 369 | 10.18 313 | 10.19 268 | 15.48 442 | 10.32 446 | 8.19 200 | 6.26 426 | 0.08 368 | 0.00 1 | 0.01 271 | 0.00 1 | 1.41 575 | 1.02 549 |
|
| SME |  | 6.92 387 | 2.49 519 | 5.22 187 | 5.77 406 | 1.73 295 | 21.26 600 | 4.16 419 | 17.28 379 | 15.47 385 | 11.84 334 | 16.16 352 | 7.82 298 | 10.32 446 | 11.72 372 | 5.18 399 | 0.80 586 | 0.00 1 | 0.05 361 | 0.07 380 | 0.87 537 | 0.22 345 |
|
| SA |  | 7.93 425 | 1.54 337 | 9.13 424 | 7.98 544 | 0.64 120 | 5.85 287 | 2.29 323 | 22.27 465 | 24.54 511 | 13.17 372 | 31.07 559 | 8.87 317 | 10.32 446 | 16.49 541 | 3.12 301 | 0.04 305 | 0.12 406 | 0.17 489 | 0.30 539 | 0.45 422 | 0.17 293 |
|
| ASMatch |  | 7.40 405 | 1.42 287 | 8.49 381 | 5.09 337 | 2.00 332 | 4.74 182 | 2.62 349 | 16.54 368 | 13.17 346 | 17.08 467 | 34.75 610 | 13.13 400 | 10.33 449 | 12.04 388 | 4.82 386 | 0.05 332 | 0.24 524 | 0.21 510 | 0.17 458 | 0.16 239 | 0.97 540 |
|
| PStereo |  | 11.80 555 | 21.18 708 | 5.14 179 | 4.07 243 | 1.27 232 | 10.57 413 | 8.37 553 | 16.06 359 | 37.64 627 | 11.94 337 | 1.56 61 | 11.27 359 | 10.54 450 | 24.16 629 | 33.61 685 | 10.87 709 | 1.46 658 | 1.51 637 | 0.88 620 | 14.24 705 | 9.68 701 |
|
| HITNet |  | 7.83 421 | 2.93 541 | 8.39 370 | 4.76 311 | 1.48 263 | 12.75 464 | 4.64 437 | 20.97 446 | 14.37 367 | 15.14 417 | 22.15 449 | 14.57 426 | 10.62 451 | 14.38 488 | 8.14 480 | 0.04 305 | 0.01 51 | 0.48 565 | 0.02 261 | 0.57 481 | 0.10 196 |
| Vladimir Tankovich, Christian Häne, Yinda Zhang, Adarsh Kowdle, Sean Fanello, Sofien Bouaziz: HITNet: Hierarchical Iterative Tile Refinement Network for Real-time Stereo Matching. CVPR 2021 |
| G2L-Stereo |  | 10.09 510 | 1.97 461 | 9.53 441 | 7.09 505 | 4.21 482 | 9.10 391 | 8.53 557 | 29.05 551 | 22.51 479 | 19.28 520 | 25.57 482 | 22.70 546 | 10.67 452 | 15.44 511 | 14.88 570 | 0.25 466 | 0.04 183 | 0.08 407 | 0.01 215 | 0.36 384 | 0.42 438 |
|
| CCAANet |  | 9.84 499 | 1.49 317 | 9.29 430 | 6.41 462 | 5.05 537 | 12.91 467 | 3.79 404 | 28.06 538 | 22.91 485 | 15.23 421 | 36.91 625 | 18.50 501 | 10.70 453 | 16.74 546 | 8.06 478 | 0.12 394 | 0.00 1 | 0.27 528 | 0.01 215 | 0.20 262 | 0.15 275 |
|
| H2IRNET |  | 5.89 332 | 1.14 187 | 6.65 277 | 4.13 252 | 2.24 351 | 4.15 122 | 0.73 111 | 12.10 255 | 13.21 347 | 7.09 271 | 20.45 414 | 15.74 444 | 10.74 454 | 10.36 289 | 7.84 468 | 0.06 353 | 0.00 1 | 0.07 396 | 0.53 599 | 0.37 392 | 0.16 284 |
|
| test_5 |  | 8.51 446 | 1.50 323 | 8.19 365 | 11.06 631 | 5.00 534 | 6.91 347 | 5.67 470 | 17.50 382 | 22.09 474 | 16.07 440 | 29.63 535 | 15.28 439 | 10.78 455 | 15.94 526 | 3.65 329 | 0.00 1 | 0.00 1 | 0.26 525 | 0.08 389 | 0.31 353 | 0.35 417 |
|
| TransformOpticalFlow |  | 7.76 419 | 1.90 446 | 9.31 433 | 5.50 384 | 1.18 221 | 6.97 350 | 8.27 549 | 17.86 394 | 13.21 347 | 14.58 398 | 29.13 523 | 19.01 506 | 10.85 456 | 12.51 423 | 3.69 333 | 0.01 156 | 0.04 183 | 0.20 505 | 0.04 314 | 0.17 250 | 0.84 523 |
|
| dad |  | 12.24 562 | 10.20 654 | 13.68 546 | 6.64 482 | 1.47 260 | 13.55 481 | 3.58 399 | 17.62 384 | 35.33 612 | 27.15 630 | 32.65 585 | 30.85 616 | 10.86 457 | 14.33 487 | 10.04 515 | 2.95 659 | 0.55 613 | 7.92 696 | 0.91 625 | 3.35 632 | 1.17 563 |
|
| ffm |  | 8.12 434 | 1.43 291 | 9.67 452 | 5.70 396 | 3.44 432 | 11.96 447 | 6.35 496 | 18.45 404 | 16.31 400 | 15.83 434 | 31.44 567 | 17.22 474 | 10.87 458 | 10.82 315 | 1.61 167 | 0.00 1 | 0.05 222 | 0.80 597 | 0.08 389 | 0.26 310 | 0.14 254 |
|
| ff1 |  | 9.41 479 | 1.43 291 | 9.67 452 | 5.70 396 | 3.44 432 | 11.96 447 | 6.35 496 | 18.45 404 | 16.31 400 | 15.83 434 | 31.44 567 | 17.22 474 | 10.87 458 | 16.19 533 | 21.98 620 | 0.00 1 | 0.05 222 | 0.80 597 | 0.08 389 | 0.26 310 | 0.14 254 |
|
| mmx |  | 10.71 528 | 1.43 291 | 9.67 452 | 5.70 396 | 3.44 432 | 11.96 447 | 6.35 496 | 32.18 598 | 28.03 542 | 15.83 434 | 31.44 567 | 17.22 474 | 10.87 458 | 16.19 533 | 21.98 620 | 0.22 444 | 0.06 262 | 0.80 597 | 0.08 389 | 0.48 439 | 0.21 337 |
|
| xxx |   | 10.71 528 | 1.43 291 | 9.67 452 | 5.70 396 | 3.44 432 | 11.96 447 | 6.35 496 | 32.18 598 | 28.03 542 | 15.83 434 | 31.44 567 | 17.22 474 | 10.87 458 | 16.19 533 | 21.98 620 | 0.22 444 | 0.06 262 | 0.80 597 | 0.08 389 | 0.48 439 | 0.21 337 |
|
| MaskLacGwcNet_RVC |  | 16.87 621 | 16.27 691 | 17.93 605 | 11.24 635 | 6.69 615 | 28.95 657 | 10.44 595 | 41.23 688 | 21.49 465 | 29.68 647 | 34.27 608 | 32.48 631 | 11.00 462 | 20.05 591 | 15.09 571 | 8.22 699 | 2.59 681 | 12.23 707 | 0.75 616 | 10.40 688 | 6.34 670 |
|
| G2L-ROB |  | 9.43 480 | 1.49 317 | 8.01 353 | 5.66 393 | 4.08 474 | 11.74 440 | 7.70 545 | 29.33 557 | 18.14 428 | 19.72 529 | 21.64 438 | 22.32 543 | 11.02 463 | 16.47 540 | 10.74 528 | 0.02 243 | 0.01 51 | 0.00 1 | 0.00 1 | 0.19 258 | 0.33 407 |
|
| iResNet |  | 10.26 515 | 3.10 549 | 15.72 579 | 7.35 516 | 2.13 341 | 13.86 488 | 7.07 528 | 22.80 472 | 28.01 541 | 20.10 537 | 30.40 546 | 16.79 462 | 11.06 464 | 14.46 491 | 10.29 522 | 0.39 512 | 0.05 222 | 0.00 1 | 0.07 380 | 0.73 517 | 0.73 509 |
|
| Selective-IGEV-i16pb |  | 12.56 573 | 1.79 436 | 18.70 612 | 6.40 461 | 2.14 342 | 35.66 685 | 11.00 603 | 31.78 592 | 35.44 613 | 14.65 400 | 26.95 499 | 19.68 519 | 11.09 465 | 15.94 526 | 13.10 548 | 2.24 644 | 1.00 645 | 0.49 566 | 0.95 629 | 1.14 557 | 1.06 553 |
|
| xx1 |  | 5.99 341 | 2.00 466 | 4.99 166 | 5.89 416 | 0.26 10 | 10.85 424 | 5.38 458 | 17.84 390 | 15.48 386 | 6.95 266 | 10.01 259 | 16.02 451 | 11.15 466 | 10.79 310 | 1.59 164 | 0.00 1 | 0.05 222 | 0.02 305 | 0.05 344 | 0.25 299 | 0.20 325 |
|
| qqq |  | 6.96 390 | 1.40 282 | 8.15 360 | 4.50 291 | 1.03 194 | 8.55 384 | 6.93 526 | 20.20 435 | 11.88 324 | 12.00 339 | 18.19 379 | 16.02 451 | 11.15 466 | 11.09 329 | 7.45 450 | 0.06 353 | 0.13 422 | 0.02 305 | 0.05 344 | 0.25 299 | 0.20 325 |
|
| test_sample4 |  | 9.10 463 | 1.65 383 | 9.91 464 | 5.19 358 | 2.57 374 | 16.59 558 | 5.38 458 | 27.37 529 | 19.80 445 | 17.80 484 | 27.52 506 | 15.01 432 | 11.21 468 | 12.69 431 | 8.15 482 | 0.21 438 | 0.07 292 | 0.06 384 | 0.03 290 | 0.43 416 | 0.30 393 |
|
| DMCA |  | 8.51 446 | 1.90 446 | 9.96 466 | 5.16 349 | 4.14 479 | 10.29 405 | 4.46 430 | 25.52 501 | 19.55 440 | 16.33 448 | 20.69 417 | 17.59 481 | 11.26 469 | 10.42 292 | 11.36 536 | 0.50 538 | 0.08 330 | 0.35 550 | 0.05 344 | 0.36 384 | 0.31 401 |
|
| test_sample5 |  | 9.36 475 | 1.61 369 | 9.63 448 | 5.30 369 | 2.52 369 | 15.42 523 | 6.00 482 | 27.25 527 | 19.96 446 | 18.36 504 | 31.81 573 | 15.99 449 | 11.29 470 | 13.21 454 | 7.66 463 | 0.23 454 | 0.08 330 | 0.07 396 | 0.04 314 | 0.48 439 | 0.34 411 |
|
| DualNet |  | 9.49 483 | 1.61 369 | 9.63 448 | 5.30 369 | 2.52 369 | 15.42 523 | 6.00 482 | 27.25 527 | 19.96 446 | 19.40 521 | 33.22 595 | 15.99 449 | 11.29 470 | 13.21 454 | 7.66 463 | 0.23 454 | 0.08 330 | 0.07 396 | 0.04 314 | 0.48 439 | 0.34 411 |
|
| LCNet |  | 7.52 409 | 1.23 219 | 5.35 199 | 6.42 463 | 1.29 234 | 9.27 395 | 5.64 469 | 17.85 392 | 10.63 311 | 16.54 455 | 24.54 470 | 14.85 430 | 11.29 470 | 11.74 374 | 3.88 346 | 0.02 243 | 0.02 115 | 0.22 514 | 2.04 661 | 0.90 543 | 6.76 674 |
|
| FADNet-RVC |  | 13.27 589 | 11.57 669 | 39.71 680 | 7.94 542 | 4.50 509 | 15.41 522 | 6.95 527 | 27.96 535 | 22.98 486 | 20.37 542 | 30.73 551 | 26.86 590 | 11.31 473 | 20.50 606 | 14.28 563 | 0.14 402 | 0.14 439 | 0.13 467 | 0.18 460 | 2.83 615 | 0.86 527 |
|
| RAFT + AFF |  | 10.27 516 | 3.77 567 | 17.13 592 | 10.24 608 | 4.97 529 | 13.08 470 | 11.52 613 | 25.69 505 | 25.80 519 | 14.72 401 | 16.12 350 | 19.16 510 | 11.35 474 | 16.24 537 | 9.04 501 | 0.30 481 | 1.46 658 | 0.66 585 | 0.20 479 | 2.03 601 | 1.94 600 |
|
| RAFT |  | 8.51 446 | 2.16 495 | 8.93 399 | 8.14 548 | 0.81 166 | 12.63 461 | 8.49 556 | 16.34 363 | 15.56 389 | 22.31 572 | 18.99 390 | 19.29 513 | 11.39 475 | 17.57 555 | 6.05 420 | 0.01 156 | 0.19 481 | 0.27 528 | 0.02 261 | 0.64 500 | 0.45 450 |
|
| UGAM |  | 10.01 505 | 1.28 238 | 9.19 428 | 6.53 471 | 4.31 492 | 6.72 342 | 10.45 596 | 15.31 337 | 25.98 523 | 20.56 545 | 27.42 505 | 22.70 546 | 11.49 476 | 26.30 643 | 10.64 527 | 0.00 1 | 0.00 1 | 0.46 563 | 0.03 290 | 0.39 402 | 0.43 442 |
|
| AAGNet |  | 7.94 426 | 1.48 310 | 9.34 435 | 7.13 510 | 0.70 135 | 5.85 287 | 5.16 451 | 15.40 341 | 14.01 359 | 20.13 538 | 24.03 466 | 15.28 439 | 11.52 477 | 12.05 389 | 15.47 574 | 0.63 563 | 0.06 262 | 0.32 546 | 0.01 215 | 0.12 204 | 0.09 184 |
|
| BSDual-CNN |  | 9.70 489 | 1.48 310 | 7.93 345 | 6.74 489 | 3.96 464 | 16.10 540 | 7.13 531 | 33.06 613 | 21.58 467 | 17.99 490 | 21.34 430 | 22.28 541 | 11.53 478 | 14.18 480 | 7.81 466 | 0.19 425 | 0.13 422 | 0.14 472 | 0.04 314 | 0.30 341 | 0.09 184 |
|
| psmg |  | 9.80 495 | 1.48 310 | 7.93 345 | 5.18 355 | 3.96 464 | 15.85 532 | 7.93 547 | 29.11 552 | 21.58 467 | 20.93 551 | 25.06 474 | 22.28 541 | 11.53 478 | 14.18 480 | 7.81 466 | 0.19 425 | 0.13 422 | 0.17 489 | 0.04 314 | 0.36 384 | 0.21 337 |
|
| FENet |  | 7.94 426 | 1.01 143 | 6.72 281 | 5.87 415 | 2.07 337 | 11.11 433 | 2.03 303 | 21.39 451 | 20.81 454 | 17.14 470 | 22.65 452 | 14.43 421 | 11.54 480 | 12.97 446 | 7.89 470 | 0.15 411 | 0.24 524 | 0.03 325 | 0.02 261 | 0.14 220 | 0.62 487 |
|
| DCANet |  | 6.46 358 | 1.59 360 | 7.28 313 | 3.51 197 | 0.68 129 | 4.77 193 | 1.75 252 | 15.33 338 | 23.62 491 | 15.55 428 | 20.73 421 | 7.31 290 | 11.56 481 | 8.83 233 | 5.26 402 | 0.00 1 | 0.05 222 | 0.00 1 | 0.00 1 | 0.26 310 | 1.11 556 |
|
| test_sample6 |  | 9.79 494 | 1.61 369 | 9.84 461 | 5.35 375 | 2.35 360 | 15.59 527 | 6.60 514 | 28.40 542 | 20.96 456 | 19.40 521 | 33.22 595 | 17.17 473 | 11.58 482 | 13.43 463 | 8.82 495 | 0.26 471 | 0.10 371 | 0.10 438 | 0.06 367 | 0.50 453 | 0.41 435 |
|
| PAM |  | 6.94 389 | 1.65 383 | 14.88 569 | 5.38 376 | 1.98 329 | 14.76 509 | 1.28 160 | 14.54 321 | 6.77 227 | 15.52 426 | 9.10 247 | 24.15 562 | 11.60 483 | 12.46 419 | 2.33 240 | 0.04 305 | 0.28 546 | 0.07 396 | 0.42 579 | 0.57 481 | 0.99 544 |
|
| CoDeX |  | 9.24 467 | 1.77 428 | 9.54 442 | 6.08 438 | 3.79 456 | 16.45 553 | 6.76 520 | 26.15 514 | 25.03 512 | 17.18 471 | 25.12 476 | 14.69 428 | 11.68 484 | 12.22 402 | 6.71 434 | 0.30 481 | 0.20 487 | 0.15 479 | 0.02 261 | 0.23 286 | 0.68 499 |
|
| DispNO |  | 9.33 474 | 1.78 431 | 15.84 580 | 5.73 403 | 5.74 586 | 12.24 454 | 4.81 445 | 25.06 495 | 21.10 459 | 16.70 461 | 20.86 424 | 17.78 484 | 11.76 485 | 16.74 546 | 8.85 496 | 0.22 444 | 0.15 446 | 0.03 325 | 0.12 430 | 0.41 410 | 0.64 494 |
|
| Prome-Stereo |  | 8.10 432 | 1.28 238 | 5.48 214 | 6.50 468 | 1.51 267 | 6.70 340 | 9.42 569 | 21.08 448 | 9.13 288 | 20.88 550 | 32.84 588 | 11.95 373 | 11.86 486 | 11.75 375 | 3.97 353 | 0.01 156 | 0.02 115 | 0.18 494 | 0.12 430 | 0.41 410 | 7.01 679 |
|
| PAM_32 |  | 6.82 380 | 1.73 404 | 14.16 554 | 5.34 374 | 1.47 260 | 13.84 487 | 0.88 128 | 14.75 327 | 6.34 216 | 14.22 394 | 9.14 249 | 24.94 575 | 11.87 487 | 12.50 422 | 2.79 275 | 0.14 402 | 0.27 540 | 0.09 419 | 0.42 579 | 0.54 468 | 0.89 532 |
|
| CASS |  | 8.15 435 | 1.67 390 | 7.68 333 | 8.25 553 | 1.52 268 | 14.39 498 | 2.72 353 | 22.65 470 | 17.23 411 | 15.42 424 | 22.68 453 | 13.47 410 | 11.87 487 | 12.44 414 | 6.07 423 | 0.96 608 | 0.05 222 | 0.12 455 | 0.01 215 | 0.71 512 | 3.14 635 |
| Junhong Min, Youngpil Jeon: Confidence-Aware Symmetric Stereo Matching via U-Net Transformer. |
| G2L-Stereo_test |  | 10.39 518 | 1.61 369 | 7.86 341 | 4.75 310 | 4.34 496 | 11.83 442 | 11.94 620 | 32.49 605 | 22.58 481 | 23.08 584 | 24.40 467 | 21.48 531 | 11.95 489 | 15.64 512 | 13.00 547 | 0.04 305 | 0.06 262 | 0.01 271 | 0.02 261 | 0.32 363 | 0.37 421 |
|
| MyStereo04 |  | 9.24 467 | 1.92 453 | 8.78 395 | 6.09 439 | 4.31 492 | 6.54 334 | 9.96 581 | 32.24 604 | 41.99 652 | 14.26 395 | 11.98 304 | 12.00 375 | 12.01 490 | 13.93 475 | 7.53 453 | 0.06 353 | 0.10 371 | 0.03 325 | 0.04 314 | 0.63 496 | 0.30 393 |
|
| riskmin |  | 6.42 355 | 1.29 242 | 6.76 288 | 3.95 239 | 2.25 352 | 10.49 410 | 2.53 342 | 15.11 332 | 17.60 419 | 9.77 305 | 12.91 315 | 15.25 438 | 12.04 491 | 11.58 360 | 5.11 395 | 0.14 402 | 0.24 524 | 0.13 467 | 0.03 290 | 0.61 490 | 0.69 501 |
|
| test_sample2 |  | 7.86 423 | 1.27 235 | 7.98 349 | 5.00 329 | 2.29 354 | 13.33 475 | 6.88 523 | 20.42 443 | 15.24 378 | 13.95 388 | 21.58 435 | 18.96 505 | 12.12 492 | 12.07 395 | 5.36 408 | 0.12 394 | 0.10 371 | 0.07 396 | 0.03 290 | 0.28 324 | 0.19 320 |
|
| RT-IGEV |  | 10.44 519 | 1.62 375 | 11.92 512 | 5.95 425 | 2.23 349 | 21.30 602 | 14.50 643 | 29.47 560 | 24.30 503 | 21.51 564 | 20.17 406 | 23.81 561 | 12.18 493 | 13.13 453 | 4.90 390 | 0.10 381 | 0.27 540 | 0.05 361 | 0.37 564 | 0.52 464 | 0.55 472 |
|
| test_sample1 |  | 7.66 415 | 1.26 232 | 8.87 397 | 5.04 330 | 2.61 377 | 14.61 506 | 4.58 435 | 20.08 434 | 9.81 300 | 13.83 386 | 21.62 437 | 18.21 498 | 12.26 494 | 11.71 370 | 8.01 475 | 0.11 388 | 0.11 393 | 0.02 305 | 0.02 261 | 0.20 262 | 0.17 293 |
|
| DeepPruner_ROB |  | 10.77 532 | 4.56 584 | 13.13 529 | 6.37 458 | 4.28 491 | 10.14 403 | 6.86 522 | 36.42 653 | 19.59 441 | 17.87 486 | 27.37 504 | 23.19 551 | 12.26 494 | 19.09 576 | 10.23 520 | 1.05 615 | 0.48 597 | 0.23 518 | 0.15 450 | 0.89 539 | 1.17 563 |
|
| coex_refinement |  | 11.56 547 | 1.53 332 | 7.45 323 | 8.18 549 | 5.09 539 | 17.10 563 | 7.07 528 | 31.05 582 | 32.20 585 | 18.57 508 | 30.81 554 | 25.84 583 | 12.31 496 | 13.41 462 | 19.47 602 | 0.23 454 | 0.04 183 | 0.02 305 | 0.10 417 | 0.44 420 | 0.37 421 |
|
| STrans-v2 |  | 7.98 430 | 1.84 440 | 9.42 438 | 4.84 317 | 1.48 263 | 12.23 453 | 10.05 584 | 19.06 420 | 12.32 333 | 13.63 383 | 26.06 490 | 18.13 497 | 12.35 497 | 12.99 448 | 3.99 354 | 0.01 156 | 0.01 51 | 0.18 494 | 0.01 215 | 0.22 271 | 0.83 521 |
|
| ICVP |  | 10.07 509 | 1.73 404 | 6.11 257 | 9.08 569 | 3.31 425 | 12.25 455 | 6.56 511 | 26.30 516 | 22.52 480 | 16.49 453 | 31.80 572 | 26.94 592 | 12.42 498 | 11.35 348 | 10.92 529 | 1.17 622 | 0.57 615 | 0.17 489 | 0.10 417 | 0.58 485 | 1.07 555 |
| Kwon, Oh-Hun and Zell, Eduard: Image-Coupled Volume Propagation for Stereo Matching. 2023 IEEE International Conference on Image Processing (ICIP) |
| GrayStereo |  | 8.86 458 | 1.17 199 | 6.94 298 | 8.09 546 | 2.82 395 | 10.58 415 | 11.40 612 | 17.93 395 | 15.74 392 | 22.43 575 | 30.95 556 | 17.80 485 | 12.44 499 | 11.19 340 | 4.57 374 | 0.02 243 | 0.02 115 | 0.18 494 | 0.79 618 | 0.31 353 | 1.90 599 |
|
| FLISNet |  | 8.30 439 | 2.00 466 | 6.75 285 | 4.58 300 | 5.15 547 | 4.16 124 | 0.50 87 | 17.99 397 | 9.24 289 | 25.03 603 | 28.22 513 | 20.23 521 | 12.47 500 | 17.93 560 | 11.49 537 | 0.00 1 | 0.10 371 | 0.00 1 | 0.05 344 | 0.08 149 | 0.05 127 |
|
| CoSv |  | 8.30 439 | 2.00 466 | 6.75 285 | 4.58 300 | 5.15 547 | 4.16 124 | 0.50 87 | 17.99 397 | 9.24 289 | 25.03 603 | 28.22 513 | 20.23 521 | 12.47 500 | 17.93 560 | 11.49 537 | 0.00 1 | 0.10 371 | 0.00 1 | 0.05 344 | 0.08 149 | 0.05 127 |
|
| BEATNet_4x |  | 9.37 476 | 4.85 590 | 12.05 517 | 5.48 383 | 1.35 253 | 13.15 472 | 6.15 491 | 25.06 495 | 16.74 405 | 16.18 442 | 24.65 471 | 17.29 478 | 12.51 502 | 16.91 549 | 10.92 529 | 0.38 502 | 0.18 473 | 0.81 602 | 0.05 344 | 1.95 595 | 0.65 496 |
|
| MyStereo05 |  | 9.29 472 | 1.76 422 | 8.95 403 | 6.19 448 | 4.40 500 | 7.09 352 | 9.95 579 | 31.21 584 | 40.82 644 | 17.31 474 | 12.93 316 | 10.33 343 | 12.52 503 | 13.93 475 | 7.05 441 | 0.06 353 | 0.10 371 | 0.02 305 | 0.04 314 | 0.73 517 | 0.29 390 |
|
| ITSA-stereo |  | 11.44 544 | 2.03 479 | 10.92 496 | 5.90 420 | 1.78 304 | 12.05 451 | 4.17 420 | 36.77 656 | 49.15 689 | 18.17 495 | 18.53 384 | 21.79 534 | 12.59 504 | 15.74 515 | 14.05 561 | 0.45 526 | 0.39 571 | 0.28 536 | 0.29 531 | 0.98 545 | 2.81 623 |
|
| FTStereo |  | 8.67 451 | 1.13 184 | 6.04 254 | 6.04 436 | 2.39 362 | 7.86 372 | 12.05 621 | 17.72 387 | 8.33 273 | 20.16 539 | 41.41 656 | 16.10 455 | 12.64 505 | 10.80 313 | 4.37 367 | 0.18 421 | 0.01 51 | 0.09 419 | 0.16 453 | 0.15 228 | 5.71 662 |
|
| SCION-MonSter(vits) |   | 9.72 492 | 0.74 47 | 3.64 72 | 2.27 43 | 1.61 279 | 6.03 308 | 0.13 42 | 22.99 475 | 42.66 654 | 1.35 48 | 35.14 613 | 16.24 456 | 12.78 506 | 18.37 566 | 22.26 625 | 0.82 590 | 0.16 457 | 1.03 616 | 1.11 641 | 3.99 640 | 1.05 550 |
|
| UCFNet_RVC |  | 9.48 481 | 2.12 492 | 4.89 159 | 7.03 501 | 3.78 454 | 16.05 536 | 6.37 500 | 28.25 541 | 20.00 448 | 15.93 438 | 23.07 456 | 25.21 577 | 12.79 507 | 12.57 426 | 8.01 475 | 0.07 364 | 0.04 183 | 1.17 624 | 0.23 495 | 1.31 570 | 0.69 501 |
|
| fff |  | 6.83 381 | 1.55 340 | 7.28 313 | 3.56 200 | 0.32 30 | 4.73 177 | 1.70 230 | 15.75 350 | 31.87 576 | 15.11 413 | 20.25 408 | 6.90 276 | 12.80 508 | 8.63 217 | 5.33 405 | 0.01 156 | 0.04 183 | 0.00 1 | 0.00 1 | 0.09 162 | 0.63 488 |
|
| csc |  | 6.83 381 | 1.55 340 | 7.28 313 | 3.56 200 | 0.32 30 | 4.73 177 | 1.70 230 | 15.75 350 | 31.87 576 | 15.11 413 | 20.25 408 | 6.90 276 | 12.80 508 | 8.63 217 | 5.33 405 | 0.01 156 | 0.04 183 | 0.00 1 | 0.00 1 | 0.09 162 | 0.63 488 |
|
| cscssc |  | 6.83 381 | 1.55 340 | 7.28 313 | 3.56 200 | 0.32 30 | 4.73 177 | 1.70 230 | 15.75 350 | 31.87 576 | 15.11 413 | 20.25 408 | 6.90 276 | 12.80 508 | 8.63 217 | 5.33 405 | 0.01 156 | 0.04 183 | 0.00 1 | 0.00 1 | 0.09 162 | 0.63 488 |
|
| Select-FE |  | 7.63 414 | 3.47 559 | 20.76 632 | 6.30 454 | 3.70 450 | 4.03 119 | 0.92 132 | 18.82 412 | 5.95 206 | 12.56 357 | 23.32 458 | 19.63 518 | 12.90 511 | 13.98 478 | 3.39 317 | 0.09 373 | 0.51 606 | 0.05 361 | 0.70 612 | 0.29 332 | 1.21 568 |
|
| iRaft-Stereo_5w |  | 8.70 452 | 1.81 438 | 9.33 434 | 5.83 411 | 3.78 454 | 4.87 198 | 11.12 606 | 15.86 357 | 14.80 373 | 15.23 421 | 26.36 492 | 21.49 532 | 12.91 512 | 15.94 526 | 12.73 546 | 0.58 549 | 0.05 222 | 0.08 407 | 0.09 405 | 0.85 534 | 0.33 407 |
|
| pcwnet_v2 |  | 12.32 565 | 2.00 466 | 17.53 597 | 7.79 539 | 5.69 582 | 17.06 562 | 3.69 402 | 36.52 654 | 46.17 673 | 20.55 543 | 29.39 530 | 16.50 458 | 13.00 513 | 15.70 514 | 9.32 505 | 0.50 538 | 1.00 645 | 0.34 549 | 0.24 505 | 2.00 598 | 1.38 574 |
|
| PSMNet-RSSM |  | 9.71 491 | 1.73 404 | 6.09 256 | 7.47 525 | 4.27 486 | 10.06 402 | 6.00 482 | 29.14 553 | 21.74 471 | 15.76 432 | 32.88 589 | 22.63 544 | 13.18 514 | 12.94 444 | 9.12 503 | 0.09 373 | 0.02 115 | 0.07 396 | 0.10 417 | 0.70 510 | 0.24 363 |
|
| GEStereo_RVC |  | 12.81 578 | 2.49 519 | 13.64 544 | 9.68 589 | 4.97 529 | 18.16 575 | 11.30 609 | 31.26 585 | 47.47 680 | 19.84 530 | 26.97 500 | 19.03 507 | 13.19 515 | 20.14 594 | 14.86 569 | 0.83 594 | 0.51 606 | 0.10 438 | 0.13 435 | 0.54 468 | 0.99 544 |
|
| acv_ft |  | 12.16 561 | 1.68 396 | 11.97 514 | 7.70 534 | 6.20 600 | 19.61 588 | 5.52 465 | 25.78 506 | 34.81 607 | 25.62 614 | 30.78 552 | 24.72 572 | 13.20 516 | 15.81 518 | 18.80 598 | 0.13 399 | 0.01 51 | 0.06 384 | 0.06 367 | 0.63 496 | 0.15 275 |
|
| anonymousa |  | 9.03 460 | 1.62 375 | 8.03 355 | 4.19 259 | 5.53 573 | 15.37 520 | 3.81 406 | 18.55 407 | 21.20 462 | 18.28 498 | 30.99 557 | 20.79 524 | 13.42 517 | 10.58 295 | 7.57 457 | 0.00 1 | 0.05 222 | 0.29 540 | 0.18 460 | 0.10 186 | 0.11 215 |
|
| PSMNet-ADL |  | 9.88 502 | 2.01 474 | 6.80 291 | 9.18 573 | 4.26 485 | 15.11 514 | 3.50 389 | 27.12 526 | 24.42 510 | 14.72 401 | 18.96 389 | 25.32 579 | 13.43 518 | 15.76 516 | 14.04 560 | 0.79 584 | 0.78 632 | 0.00 1 | 0.02 261 | 0.26 310 | 1.18 565 |
|
| PSM-AAD |  | 8.62 450 | 1.22 214 | 5.69 236 | 6.31 456 | 1.12 209 | 12.74 463 | 10.01 583 | 19.29 422 | 15.25 379 | 21.54 565 | 25.11 475 | 14.24 418 | 13.47 519 | 12.15 400 | 3.93 350 | 0.01 156 | 0.06 262 | 2.48 656 | 0.16 453 | 0.38 399 | 7.28 685 |
|
| NLCA_NET_v2_RVC |  | 12.05 560 | 3.43 557 | 16.25 585 | 7.62 532 | 5.58 574 | 14.57 505 | 6.00 482 | 32.98 612 | 27.41 537 | 21.69 566 | 31.40 565 | 25.21 577 | 13.47 519 | 14.96 499 | 15.60 575 | 0.84 595 | 0.33 563 | 0.35 550 | 0.35 557 | 1.29 567 | 1.78 594 |
| Zhibo Rao, Mingyi He, Yuchao Dai, Zhidong Zhu, Bo Li, and Renjie He.: NLCA-Net: A non-local context attention network for stereo matching. |
| AASNet |  | 12.49 571 | 2.46 516 | 10.49 483 | 9.82 593 | 6.86 620 | 17.33 565 | 6.73 517 | 41.09 686 | 37.86 630 | 22.53 576 | 29.11 522 | 16.68 461 | 13.48 521 | 14.54 495 | 17.87 593 | 0.20 433 | 0.02 115 | 0.78 593 | 0.05 344 | 1.18 558 | 0.76 513 |
|
| Wz-Net-LNSev-Ref |  | 15.26 606 | 3.68 565 | 27.36 649 | 7.11 508 | 5.83 591 | 24.88 628 | 12.12 622 | 30.19 568 | 36.12 619 | 27.08 628 | 45.98 680 | 29.10 600 | 13.65 522 | 20.45 605 | 20.26 610 | 0.67 566 | 0.00 1 | 0.10 438 | 0.00 1 | 0.32 363 | 0.26 374 |
|
| CFNet-ft |   | 9.87 500 | 2.18 500 | 5.49 215 | 7.45 523 | 5.25 553 | 15.76 529 | 5.98 480 | 21.89 460 | 21.87 472 | 14.96 407 | 30.02 540 | 25.68 581 | 13.68 523 | 12.46 419 | 10.94 531 | 0.08 368 | 0.06 262 | 1.83 641 | 0.22 486 | 1.09 551 | 0.43 442 |
|
| CFNet |  | 10.67 526 | 2.33 510 | 8.90 398 | 6.66 483 | 4.09 476 | 16.05 536 | 4.26 425 | 30.44 575 | 31.01 569 | 18.53 507 | 26.48 494 | 23.69 558 | 13.68 523 | 15.27 501 | 10.59 526 | 0.05 332 | 0.02 115 | 0.44 560 | 0.05 344 | 0.73 517 | 0.23 356 |
|
| CFNet_RVC |  | 9.87 500 | 2.18 500 | 5.49 215 | 7.45 523 | 5.25 553 | 15.76 529 | 5.98 480 | 21.89 460 | 21.87 472 | 14.96 407 | 30.02 540 | 25.68 581 | 13.68 523 | 12.46 419 | 10.94 531 | 0.08 368 | 0.06 262 | 1.83 641 | 0.22 486 | 1.09 551 | 0.43 442 |
|
| ADLNet |  | 12.34 567 | 2.22 502 | 10.14 476 | 8.38 555 | 6.78 618 | 17.56 569 | 9.05 561 | 33.21 616 | 26.28 527 | 27.06 627 | 26.01 485 | 26.80 588 | 13.76 526 | 16.99 550 | 18.74 597 | 0.24 460 | 0.39 571 | 0.23 518 | 0.10 417 | 0.64 500 | 2.16 612 |
|
| CrosDoStereo |  | 9.24 467 | 1.29 242 | 8.16 362 | 4.56 298 | 1.04 197 | 7.52 364 | 15.00 650 | 15.85 355 | 24.31 504 | 24.27 592 | 33.44 599 | 13.37 405 | 13.82 527 | 12.23 403 | 8.86 497 | 0.01 156 | 0.11 393 | 0.09 419 | 0.04 314 | 0.36 384 | 0.53 467 |
|
| DeepStereo_LL |  | 9.24 467 | 1.29 242 | 8.16 362 | 4.56 298 | 1.04 197 | 7.52 364 | 15.00 650 | 15.85 355 | 24.31 504 | 24.27 592 | 33.44 599 | 13.37 405 | 13.82 527 | 12.23 403 | 8.86 497 | 0.01 156 | 0.11 393 | 0.09 419 | 0.04 314 | 0.36 384 | 0.53 467 |
|
| rvit_105_1 |  | 13.56 594 | 5.57 605 | 19.88 624 | 13.22 656 | 4.58 514 | 15.04 513 | 28.61 717 | 26.56 519 | 42.75 656 | 18.83 513 | 24.53 469 | 20.93 526 | 13.85 529 | 18.02 562 | 11.90 541 | 1.74 633 | 0.60 617 | 0.25 522 | 2.10 664 | 0.61 490 | 1.64 588 |
|
| ADStereo(finetuned) |  | 6.68 367 | 1.59 360 | 9.70 457 | 3.49 192 | 0.68 129 | 4.79 194 | 1.75 252 | 15.33 338 | 23.64 492 | 15.56 429 | 20.68 416 | 7.30 289 | 13.85 529 | 8.71 224 | 5.17 398 | 0.00 1 | 0.05 222 | 0.00 1 | 0.00 1 | 0.25 299 | 1.05 550 |
|
| ACVNet |  | 10.36 517 | 1.68 396 | 5.49 215 | 6.01 432 | 2.75 390 | 12.78 465 | 3.56 396 | 21.89 460 | 34.81 607 | 14.96 407 | 30.78 552 | 24.72 572 | 13.88 531 | 15.81 518 | 17.20 587 | 0.13 399 | 0.01 51 | 0.06 384 | 0.06 367 | 0.51 457 | 0.15 275 |
|
| GwcNet-RSSM |  | 10.65 525 | 1.94 457 | 8.57 386 | 6.89 498 | 5.26 556 | 12.26 456 | 5.21 452 | 25.80 508 | 31.50 573 | 16.67 459 | 33.52 601 | 23.70 559 | 13.88 531 | 12.84 437 | 13.67 556 | 0.05 332 | 0.10 371 | 0.14 472 | 0.02 261 | 0.65 502 | 0.39 427 |
|
| DRaft |  | 9.27 471 | 1.23 219 | 9.08 419 | 3.62 211 | 0.78 159 | 13.27 474 | 5.89 474 | 16.97 373 | 29.57 551 | 21.15 560 | 38.46 639 | 10.09 340 | 13.98 533 | 11.58 360 | 7.91 471 | 0.43 522 | 0.30 551 | 0.06 384 | 0.26 517 | 0.26 310 | 0.45 450 |
|
| cf-r |  | 10.06 507 | 1.60 364 | 7.99 351 | 5.82 409 | 5.70 583 | 12.92 468 | 4.78 440 | 24.18 489 | 27.47 538 | 16.91 465 | 31.02 558 | 25.12 576 | 14.05 534 | 11.63 367 | 11.01 534 | 0.03 284 | 0.03 158 | 0.05 361 | 0.03 290 | 0.43 416 | 0.39 427 |
|
| DSFCA |  | 11.85 556 | 2.01 474 | 12.93 527 | 5.40 379 | 6.87 621 | 15.36 519 | 10.45 596 | 30.68 577 | 31.84 575 | 25.99 616 | 23.52 459 | 22.03 537 | 14.05 534 | 20.28 601 | 12.46 542 | 0.57 548 | 0.41 575 | 0.28 536 | 0.38 567 | 1.02 547 | 0.47 453 |
|
| STTStereo |  | 12.97 581 | 4.88 594 | 26.57 647 | 7.54 528 | 5.41 566 | 13.43 476 | 6.49 507 | 30.53 576 | 26.35 529 | 25.14 606 | 31.43 566 | 32.00 627 | 14.12 536 | 16.01 531 | 14.83 568 | 0.29 479 | 0.31 555 | 0.67 586 | 1.08 636 | 1.21 560 | 1.11 556 |
|
| THIR-Stereo |  | 9.38 477 | 1.78 431 | 8.50 382 | 4.74 307 | 0.71 140 | 15.92 533 | 11.93 619 | 16.39 364 | 21.56 466 | 24.27 592 | 32.07 577 | 14.40 420 | 14.14 537 | 11.49 353 | 8.39 487 | 0.05 332 | 0.25 532 | 0.10 438 | 0.05 344 | 0.33 371 | 0.58 481 |
|
| UGAM-zero |  | 6.91 385 | 1.47 303 | 13.65 545 | 4.24 264 | 1.67 289 | 5.51 248 | 0.72 110 | 17.44 380 | 6.74 226 | 14.56 397 | 15.84 345 | 24.16 563 | 14.20 538 | 12.79 435 | 3.96 351 | 0.00 1 | 0.22 505 | 0.02 305 | 0.58 604 | 0.14 220 | 0.27 380 |
|
| NOSS_ROB |  | 10.99 537 | 3.81 570 | 6.88 294 | 6.69 485 | 2.30 355 | 16.06 538 | 10.94 601 | 30.06 566 | 32.41 587 | 16.10 441 | 18.72 386 | 22.78 548 | 14.21 539 | 17.52 554 | 8.62 493 | 2.35 647 | 1.84 666 | 3.32 668 | 1.57 653 | 2.06 602 | 1.52 582 |
|
| LMCR-Stereo |   | 10.75 531 | 4.13 578 | 10.67 487 | 13.11 655 | 3.99 469 | 16.68 559 | 5.91 475 | 25.30 499 | 22.69 482 | 22.04 571 | 21.80 439 | 14.67 427 | 14.24 540 | 20.55 607 | 15.86 576 | 1.90 638 | 0.04 183 | 0.00 1 | 0.02 261 | 1.29 567 | 0.18 303 |
|
| FADNet |  | 14.18 597 | 10.92 663 | 37.56 675 | 7.79 539 | 6.64 612 | 17.48 568 | 6.91 524 | 34.73 635 | 34.03 597 | 18.85 514 | 27.02 501 | 28.26 596 | 14.24 540 | 17.77 557 | 10.09 516 | 0.41 517 | 0.67 624 | 0.37 554 | 0.37 564 | 8.13 675 | 1.34 571 |
|
| iResNetv2_ROB |  | 12.00 558 | 2.91 540 | 13.46 538 | 5.82 409 | 3.73 452 | 13.15 472 | 6.45 504 | 34.15 625 | 36.02 617 | 25.25 607 | 33.81 605 | 29.79 608 | 14.24 540 | 13.61 471 | 6.10 424 | 0.21 438 | 0.02 115 | 0.12 455 | 0.00 1 | 0.82 530 | 0.25 370 |
|
| HSM-Net_RVC |   | 10.88 536 | 1.23 219 | 5.46 210 | 5.57 386 | 2.63 381 | 20.12 592 | 6.06 489 | 27.67 533 | 28.35 546 | 20.63 547 | 25.51 480 | 34.01 646 | 14.38 543 | 16.18 532 | 9.29 504 | 0.11 388 | 0.07 292 | 0.01 271 | 0.00 1 | 0.13 213 | 0.14 254 |
| Gengshan Yang, Joshua Manela, Michael Happold, and Deva Ramanan: Hierarchical Deep Stereo Matching on High-resolution Images. CVPR 2019 |
| SMFormer |  | 10.46 522 | 1.37 270 | 13.37 534 | 4.41 284 | 1.30 235 | 14.40 501 | 3.29 378 | 30.25 569 | 29.81 555 | 19.55 523 | 29.37 525 | 18.06 492 | 14.40 544 | 15.42 507 | 12.70 545 | 0.38 502 | 0.21 495 | 0.28 536 | 0.03 290 | 0.33 371 | 0.31 401 |
|
| tta |  | 10.45 520 | 1.37 270 | 13.37 534 | 4.41 284 | 1.30 235 | 14.39 498 | 3.29 378 | 30.25 569 | 29.81 555 | 19.55 523 | 29.37 525 | 18.06 492 | 14.40 544 | 15.42 507 | 12.69 544 | 0.38 502 | 0.21 495 | 0.28 536 | 0.03 290 | 0.29 332 | 0.18 303 |
|
| qqq1 |  | 9.96 503 | 1.37 270 | 13.37 534 | 4.41 284 | 1.30 235 | 14.40 501 | 3.29 378 | 30.25 569 | 29.81 555 | 19.55 523 | 29.37 525 | 18.06 492 | 14.40 544 | 15.42 507 | 3.18 305 | 0.38 502 | 0.21 495 | 0.00 1 | 0.01 215 | 0.29 332 | 0.18 303 |
|
| fff1 |  | 9.96 503 | 1.37 270 | 13.37 534 | 4.41 284 | 1.30 235 | 14.40 501 | 3.29 378 | 30.25 569 | 29.81 555 | 19.55 523 | 29.37 525 | 18.06 492 | 14.40 544 | 15.42 507 | 3.18 305 | 0.38 502 | 0.21 495 | 0.00 1 | 0.01 215 | 0.29 332 | 0.18 303 |
|
| Hybrid-DGEV-2 |  | 8.17 436 | 2.51 522 | 8.34 366 | 8.55 559 | 1.17 220 | 11.10 432 | 1.08 145 | 30.90 580 | 27.91 540 | 12.92 365 | 15.67 341 | 11.91 370 | 14.50 548 | 11.71 370 | 4.55 373 | 0.05 332 | 0.08 330 | 0.00 1 | 0.05 344 | 0.28 324 | 0.13 243 |
|
| xxxx |  | 11.74 553 | 1.16 196 | 7.88 342 | 5.61 388 | 1.99 330 | 20.46 594 | 3.12 374 | 33.99 623 | 23.76 499 | 15.53 427 | 30.67 548 | 26.88 591 | 14.50 548 | 12.98 447 | 35.48 694 | 0.19 425 | 0.18 473 | 0.01 271 | 0.02 261 | 0.22 271 | 0.27 380 |
|
| test_xeample |   | 11.49 545 | 1.24 226 | 7.50 324 | 5.22 363 | 2.18 346 | 17.40 566 | 6.49 507 | 31.14 583 | 22.77 483 | 17.90 488 | 33.09 594 | 18.48 500 | 14.61 550 | 13.51 466 | 37.38 704 | 0.16 414 | 0.13 422 | 0.01 271 | 0.03 290 | 0.23 286 | 0.24 363 |
|
| DStereoRT |  | 14.31 599 | 2.30 508 | 10.03 475 | 10.45 612 | 5.01 535 | 18.36 577 | 6.38 501 | 27.11 525 | 26.47 530 | 15.77 433 | 24.40 467 | 10.48 345 | 14.62 551 | 17.08 551 | 9.45 506 | 1.32 626 | 0.51 606 | 57.89 743 | 25.93 731 | 0.56 479 | 2.01 603 |
|
| GANet-RSSM |  | 9.48 481 | 1.32 254 | 6.45 272 | 6.72 488 | 5.51 572 | 12.78 465 | 6.03 487 | 26.55 518 | 18.96 438 | 14.92 406 | 27.95 509 | 25.41 580 | 14.69 552 | 13.52 467 | 7.60 460 | 0.10 381 | 0.10 371 | 0.16 487 | 0.01 215 | 0.51 457 | 0.39 427 |
|
| ToySt |  | 10.51 523 | 2.00 466 | 15.67 577 | 5.33 372 | 0.95 189 | 14.97 510 | 9.51 571 | 24.02 484 | 27.37 536 | 14.61 399 | 24.67 472 | 24.56 566 | 14.70 553 | 16.86 548 | 13.35 552 | 0.06 353 | 0.23 513 | 0.03 325 | 0.09 405 | 0.62 493 | 0.67 498 |
|
| 1111x |  | 11.32 540 | 1.34 262 | 8.95 403 | 5.20 359 | 1.96 326 | 14.46 504 | 7.75 546 | 35.65 646 | 28.23 545 | 15.66 430 | 26.66 497 | 26.65 586 | 14.76 554 | 15.88 521 | 22.27 627 | 0.24 460 | 0.13 422 | 0.04 350 | 0.06 367 | 0.30 341 | 0.24 363 |
|
| MWSP-net |  | 11.07 538 | 1.78 431 | 11.27 499 | 7.60 531 | 3.08 414 | 16.56 557 | 15.25 653 | 35.42 644 | 30.27 562 | 17.28 473 | 22.29 450 | 18.50 501 | 14.88 555 | 14.19 483 | 10.58 525 | 0.38 502 | 0.18 473 | 0.00 1 | 0.05 344 | 0.17 250 | 1.71 592 |
|
| hknet |  | 10.13 511 | 1.56 350 | 10.27 479 | 6.74 489 | 3.72 451 | 16.10 540 | 7.13 531 | 33.06 613 | 21.12 460 | 17.99 490 | 21.34 430 | 23.11 549 | 14.95 556 | 16.43 539 | 8.34 486 | 0.14 402 | 0.13 422 | 0.14 472 | 0.04 314 | 0.30 341 | 0.09 184 |
|
| gwcnet-sp |  | 9.81 496 | 2.82 534 | 13.47 540 | 5.99 429 | 4.27 486 | 16.20 546 | 5.91 475 | 25.55 502 | 24.34 507 | 21.01 553 | 20.69 417 | 15.22 435 | 14.96 557 | 14.50 492 | 9.97 512 | 0.05 332 | 0.15 446 | 0.02 305 | 0.08 389 | 0.49 448 | 0.51 463 |
|
| scenet |  | 9.81 496 | 2.82 534 | 13.47 540 | 5.99 429 | 4.27 486 | 16.20 546 | 5.91 475 | 25.55 502 | 24.34 507 | 21.01 553 | 20.69 417 | 15.22 435 | 14.96 557 | 14.50 492 | 9.97 512 | 0.05 332 | 0.15 446 | 0.02 305 | 0.08 389 | 0.49 448 | 0.51 463 |
|
| ssnet |  | 9.81 496 | 2.82 534 | 13.47 540 | 5.99 429 | 4.27 486 | 16.20 546 | 5.91 475 | 25.55 502 | 24.34 507 | 21.01 553 | 20.69 417 | 15.22 435 | 14.96 557 | 14.50 492 | 9.97 512 | 0.05 332 | 0.15 446 | 0.02 305 | 0.08 389 | 0.49 448 | 0.51 463 |
|
| TDLM |  | 12.98 583 | 3.78 568 | 9.77 459 | 10.75 624 | 4.94 527 | 16.10 540 | 14.08 639 | 35.05 638 | 31.87 576 | 22.36 573 | 26.51 496 | 26.09 585 | 14.97 560 | 24.73 635 | 13.11 549 | 1.05 615 | 0.05 222 | 1.21 628 | 0.27 524 | 1.83 591 | 1.00 546 |
|
| FADNet-RVC-Resample |  | 11.72 551 | 4.35 582 | 30.33 661 | 9.46 582 | 3.90 461 | 14.11 490 | 7.17 533 | 25.78 506 | 23.31 487 | 23.27 586 | 29.52 533 | 19.50 516 | 15.00 561 | 15.38 506 | 8.33 485 | 0.53 544 | 0.50 602 | 0.49 566 | 0.50 595 | 1.38 574 | 1.67 590 |
|
| TCMNet |  | 15.19 605 | 6.68 624 | 19.70 621 | 13.83 662 | 12.53 695 | 26.35 641 | 13.66 634 | 29.47 560 | 35.21 610 | 24.71 601 | 31.20 561 | 23.44 554 | 15.13 562 | 18.97 573 | 22.59 630 | 1.13 619 | 0.65 621 | 2.04 645 | 0.97 631 | 3.18 625 | 2.31 616 |
|
| CSP-Net |  | 12.85 579 | 2.95 542 | 9.64 450 | 5.94 424 | 3.96 464 | 25.85 636 | 9.93 578 | 28.81 549 | 26.00 524 | 29.31 645 | 32.44 583 | 30.00 610 | 15.16 563 | 20.25 598 | 14.30 564 | 0.55 547 | 0.19 481 | 0.03 325 | 0.00 1 | 0.65 502 | 0.98 543 |
|
| ssnet_v2 |  | 13.23 586 | 2.43 513 | 11.25 498 | 7.34 515 | 2.92 404 | 23.05 615 | 12.95 627 | 35.93 649 | 32.92 593 | 21.23 561 | 25.38 478 | 28.81 598 | 15.22 564 | 22.57 619 | 19.81 605 | 0.18 421 | 0.08 330 | 0.19 502 | 0.05 344 | 1.24 563 | 1.06 553 |
|
| ISRNet |  | 12.26 563 | 2.02 476 | 17.38 593 | 12.71 651 | 6.24 605 | 7.39 359 | 1.62 215 | 29.23 556 | 31.94 581 | 22.65 577 | 35.28 614 | 24.62 567 | 15.27 565 | 15.28 502 | 13.76 558 | 0.78 580 | 1.00 645 | 2.30 652 | 0.52 597 | 0.92 544 | 4.29 649 |
|
| DEmStereo |  | 8.85 456 | 1.36 267 | 9.99 469 | 4.24 264 | 1.05 200 | 11.49 437 | 5.91 475 | 13.76 310 | 26.68 531 | 22.03 570 | 32.92 590 | 11.86 369 | 15.27 565 | 11.48 352 | 8.08 479 | 0.16 414 | 0.15 446 | 0.02 305 | 0.09 405 | 0.09 162 | 0.44 445 |
|
| iResNet_ROB |  | 11.71 550 | 1.96 460 | 10.77 490 | 6.01 432 | 3.68 448 | 15.13 516 | 2.34 325 | 31.72 591 | 37.58 626 | 26.16 619 | 32.77 586 | 25.88 584 | 15.34 567 | 16.35 538 | 7.94 472 | 0.19 425 | 0.01 51 | 0.00 1 | 0.00 1 | 0.31 353 | 0.12 226 |
|
| GASNet |  | 17.30 627 | 19.38 702 | 30.46 662 | 20.66 694 | 9.36 669 | 16.06 538 | 9.06 562 | 43.89 703 | 40.04 641 | 25.35 611 | 23.73 460 | 32.90 637 | 15.37 568 | 28.91 657 | 17.05 585 | 3.04 661 | 0.27 540 | 1.88 643 | 0.45 589 | 6.73 664 | 1.37 573 |
|
| ac_64 |  | 11.10 539 | 1.49 317 | 9.88 462 | 8.24 552 | 5.45 570 | 19.12 584 | 6.46 505 | 24.10 487 | 14.34 366 | 22.80 580 | 23.87 464 | 33.28 639 | 15.54 569 | 18.87 572 | 17.26 589 | 0.28 477 | 0.12 406 | 0.02 305 | 0.02 261 | 0.26 310 | 0.63 488 |
|
| FADNet_RVC |  | 11.94 557 | 5.17 598 | 39.74 681 | 6.44 465 | 3.46 436 | 11.42 436 | 4.17 420 | 29.16 554 | 26.89 533 | 17.97 489 | 25.96 483 | 13.41 408 | 15.67 570 | 15.84 520 | 13.54 555 | 0.90 603 | 0.75 630 | 0.55 573 | 1.20 644 | 3.65 637 | 2.85 624 |
|
| SGM-Forest |  | 12.92 580 | 1.87 443 | 6.61 276 | 5.68 394 | 2.05 336 | 23.19 616 | 11.30 609 | 34.24 629 | 30.77 567 | 26.54 622 | 31.99 575 | 29.98 609 | 15.74 571 | 21.17 611 | 13.36 553 | 1.05 615 | 0.33 563 | 0.84 604 | 0.01 215 | 0.71 512 | 0.97 540 |
| Johannes L. Schönberger, Sudipta Sinha, Marc Pollefeys: Learning to Fuse Proposals from Multiple Scanline Optimizations in Semi-Global Matching. ECCV 2018 |
| HSM |  | 11.33 541 | 1.80 437 | 7.04 304 | 6.13 445 | 3.99 469 | 16.16 544 | 6.92 525 | 29.69 564 | 19.39 439 | 22.95 581 | 26.05 489 | 41.08 682 | 15.79 572 | 20.25 598 | 8.89 500 | 0.02 243 | 0.03 158 | 0.01 271 | 0.00 1 | 0.15 228 | 0.34 411 |
|
| AANet_RVC |  | 13.16 584 | 5.34 602 | 10.83 493 | 8.20 551 | 4.44 503 | 14.13 492 | 9.46 570 | 28.78 548 | 37.67 628 | 23.44 588 | 37.47 630 | 23.48 555 | 15.83 573 | 22.39 618 | 16.63 583 | 1.67 632 | 0.86 636 | 0.24 521 | 0.02 261 | 0.63 496 | 1.60 586 |
|
| CBFPSM |  | 12.42 568 | 2.59 527 | 28.96 654 | 4.74 307 | 3.20 419 | 22.33 608 | 16.31 665 | 21.13 449 | 21.03 458 | 21.04 556 | 27.81 507 | 30.24 613 | 15.99 574 | 14.59 496 | 14.80 566 | 0.04 305 | 0.49 600 | 0.10 438 | 0.16 453 | 0.51 457 | 2.34 617 |
|
| AACVNet |  | 10.58 524 | 2.86 537 | 9.78 460 | 8.95 566 | 3.30 424 | 10.80 422 | 4.78 440 | 22.37 466 | 12.55 336 | 27.50 631 | 29.84 537 | 30.06 612 | 15.99 574 | 19.10 577 | 11.60 539 | 0.40 515 | 0.18 473 | 0.22 514 | 0.03 290 | 0.62 493 | 0.73 509 |
|
| delet |  | 12.65 576 | 1.85 442 | 11.36 502 | 7.71 536 | 6.22 602 | 22.52 610 | 10.22 593 | 28.14 540 | 37.67 628 | 19.66 527 | 29.24 524 | 21.00 527 | 15.99 574 | 21.97 614 | 17.77 592 | 0.03 284 | 0.07 292 | 0.19 502 | 0.04 314 | 0.60 488 | 0.75 512 |
|
| UPFNet |  | 11.72 551 | 1.52 330 | 10.33 480 | 7.38 518 | 7.14 628 | 20.05 591 | 9.62 574 | 28.90 550 | 25.94 522 | 20.02 534 | 29.73 536 | 20.91 525 | 16.34 577 | 18.61 570 | 16.17 581 | 0.26 471 | 0.17 464 | 0.25 522 | 0.03 290 | 0.55 472 | 0.56 477 |
|
| PS-NSSS |  | 13.70 596 | 7.41 635 | 14.68 565 | 6.70 486 | 5.63 577 | 18.43 580 | 12.59 625 | 38.89 675 | 25.56 517 | 20.27 540 | 35.71 617 | 21.11 530 | 16.35 578 | 17.16 552 | 17.56 590 | 2.28 645 | 0.53 610 | 5.37 675 | 0.36 560 | 4.28 645 | 3.09 630 |
|
| z-ln-s-r |  | 14.97 602 | 6.05 609 | 40.55 683 | 5.39 378 | 5.41 566 | 13.95 489 | 13.34 632 | 21.84 458 | 36.75 623 | 18.86 515 | 43.90 675 | 23.71 560 | 16.41 579 | 22.64 621 | 28.99 674 | 0.02 243 | 0.02 115 | 0.00 1 | 0.00 1 | 1.04 549 | 0.48 457 |
|
| CVANet_RVC |  | 13.24 588 | 3.39 556 | 8.43 375 | 8.42 556 | 5.04 536 | 18.52 582 | 11.72 617 | 32.03 596 | 33.85 596 | 23.17 585 | 32.77 586 | 29.78 607 | 16.51 580 | 23.20 623 | 11.28 535 | 0.94 604 | 0.04 183 | 1.19 627 | 0.47 591 | 3.13 624 | 1.01 547 |
|
| ACV-stereo |  | 11.65 549 | 5.15 597 | 28.84 651 | 6.80 493 | 3.33 426 | 20.38 593 | 6.59 513 | 21.03 447 | 20.57 451 | 17.67 483 | 20.95 425 | 26.81 589 | 16.69 581 | 20.19 596 | 13.26 551 | 0.72 571 | 1.11 649 | 0.15 479 | 0.09 405 | 0.65 502 | 2.13 607 |
|
| PSMNet_ROB |  | 16.90 622 | 5.45 603 | 14.16 554 | 13.77 660 | 7.25 630 | 27.65 649 | 32.74 723 | 43.21 699 | 37.88 631 | 24.00 591 | 32.97 591 | 34.55 651 | 16.69 581 | 17.41 553 | 23.96 639 | 0.38 502 | 0.22 505 | 0.93 611 | 2.05 662 | 1.83 591 | 0.96 539 |
|
| 222 |  | 12.33 566 | 1.29 242 | 8.09 357 | 6.06 437 | 2.14 342 | 19.51 587 | 2.53 342 | 33.63 619 | 23.55 490 | 21.72 567 | 30.51 547 | 20.11 520 | 16.77 583 | 13.22 456 | 46.51 729 | 0.15 411 | 0.14 439 | 0.01 271 | 0.03 290 | 0.26 310 | 0.26 374 |
|
| FINET |  | 15.49 608 | 6.08 610 | 24.99 642 | 8.12 547 | 7.69 640 | 21.80 605 | 22.35 695 | 33.76 621 | 48.27 682 | 25.99 616 | 32.27 581 | 19.48 515 | 16.83 584 | 19.07 575 | 16.38 582 | 1.37 627 | 0.70 625 | 0.95 612 | 0.27 524 | 2.61 610 | 0.90 533 |
|
| NVstereo2D |  | 15.15 604 | 2.97 543 | 16.28 586 | 9.23 575 | 7.56 637 | 30.03 661 | 9.53 573 | 42.80 696 | 42.72 655 | 15.11 413 | 27.03 502 | 23.16 550 | 16.93 585 | 24.28 631 | 15.45 573 | 3.07 662 | 0.43 584 | 1.44 636 | 0.61 605 | 6.74 665 | 7.60 687 |
|
| iinet-f |  | 13.51 593 | 4.29 579 | 45.90 695 | 6.01 432 | 3.96 464 | 21.00 597 | 13.40 633 | 27.40 531 | 21.12 460 | 21.11 558 | 30.72 550 | 21.49 532 | 16.96 586 | 15.33 503 | 19.50 603 | 0.12 394 | 0.42 579 | 0.09 419 | 0.05 344 | 0.89 539 | 0.39 427 |
|
| SDNR |  | 16.15 612 | 5.23 600 | 28.92 653 | 5.73 403 | 6.05 599 | 56.85 727 | 3.26 375 | 23.18 477 | 29.73 554 | 20.62 546 | 36.48 621 | 13.59 412 | 16.97 587 | 18.43 567 | 13.44 554 | 10.56 708 | 13.84 727 | 3.10 665 | 0.44 586 | 7.80 671 | 8.81 694 |
|
| ADLNet2 |  | 12.44 569 | 2.17 496 | 12.84 526 | 9.17 572 | 5.82 589 | 20.00 590 | 10.13 589 | 32.53 607 | 36.22 620 | 18.62 509 | 19.39 394 | 21.96 536 | 17.07 588 | 21.43 612 | 19.42 601 | 0.24 460 | 0.15 446 | 0.06 384 | 0.08 389 | 0.86 535 | 0.57 478 |
|
| DAS |  | 10.80 534 | 2.03 479 | 13.96 549 | 9.01 567 | 6.23 603 | 14.67 507 | 7.38 538 | 21.59 454 | 32.58 589 | 18.67 510 | 28.13 511 | 19.20 511 | 17.08 589 | 16.54 542 | 7.31 445 | 0.58 549 | 0.01 51 | 0.29 540 | 0.01 215 | 0.47 436 | 0.20 325 |
|
| SepStereo |  | 11.34 542 | 2.03 479 | 13.96 549 | 9.01 567 | 6.23 603 | 14.67 507 | 7.38 538 | 21.59 454 | 32.58 589 | 18.67 510 | 28.13 511 | 19.20 511 | 17.08 589 | 27.36 648 | 7.31 445 | 0.58 549 | 0.01 51 | 0.29 540 | 0.01 215 | 0.47 436 | 0.20 325 |
|
| SCION-MonSter |   | 16.77 617 | 6.58 621 | 20.48 629 | 12.74 652 | 8.64 657 | 36.06 688 | 5.09 449 | 25.97 511 | 46.64 677 | 18.96 516 | 46.39 685 | 18.07 496 | 17.18 591 | 23.21 624 | 30.53 679 | 0.84 595 | 0.17 464 | 6.31 681 | 4.87 689 | 5.17 656 | 1.55 584 |
|
| MDST_ROB |  | 17.92 636 | 1.60 364 | 13.68 546 | 13.88 664 | 6.44 609 | 43.05 706 | 14.86 647 | 42.74 695 | 41.66 647 | 43.25 702 | 42.85 667 | 28.43 597 | 17.28 592 | 29.35 660 | 16.06 578 | 0.88 602 | 0.11 393 | 0.63 581 | 0.47 591 | 0.50 453 | 0.64 494 |
|
| UNet |  | 12.64 575 | 2.02 476 | 13.36 533 | 6.85 497 | 7.76 642 | 25.31 635 | 4.74 439 | 34.10 624 | 28.19 544 | 20.03 535 | 31.07 559 | 27.02 594 | 17.36 593 | 20.18 595 | 13.87 559 | 0.06 353 | 0.05 222 | 0.27 528 | 0.01 215 | 0.23 286 | 0.39 427 |
|
| CBMV |   | 13.69 595 | 3.63 562 | 8.02 354 | 5.93 423 | 2.69 384 | 22.57 611 | 12.44 624 | 29.81 565 | 31.57 574 | 31.20 655 | 33.79 604 | 31.04 617 | 17.41 594 | 25.28 638 | 14.11 562 | 0.71 569 | 0.60 617 | 0.60 579 | 0.11 427 | 1.11 554 | 1.13 559 |
| Konstantinos Batsos, Changjiang Cai, Philippos Mordohai: CBMV: A Coalesced Bidirectional Matching Volume for Disparity Estimation. Computer Vision and Pattern Recognition (CVPR) 2018 |
| LL-Strereo |  | 10.79 533 | 3.52 560 | 12.54 521 | 8.77 562 | 5.44 569 | 7.49 361 | 9.26 567 | 35.15 640 | 28.70 547 | 16.47 452 | 15.85 346 | 21.06 528 | 17.42 595 | 21.62 613 | 9.72 507 | 0.21 438 | 0.22 505 | 0.74 591 | 0.08 389 | 0.98 545 | 0.60 484 |
|
| StereoDRNet-Refined |  | 13.36 591 | 2.80 532 | 10.82 492 | 7.94 542 | 3.10 415 | 18.95 583 | 4.45 429 | 28.47 543 | 29.65 553 | 29.11 641 | 41.47 657 | 24.44 565 | 17.64 596 | 23.34 625 | 21.66 616 | 0.16 414 | 0.07 292 | 0.53 571 | 0.32 547 | 0.77 526 | 1.64 588 |
| Rohan Chabra, Julian Straub, Chris Sweeney, Richard Newcombe, Henry Fuchs: StereoDRNet. CVPR |
| DCVSM-stereo |  | 9.70 489 | 1.83 439 | 11.36 502 | 5.81 408 | 3.59 443 | 10.57 413 | 3.00 368 | 18.71 409 | 22.11 475 | 23.79 590 | 19.02 391 | 29.73 606 | 17.68 597 | 13.33 459 | 9.11 502 | 0.21 438 | 1.14 650 | 0.27 528 | 0.06 367 | 0.75 523 | 1.89 598 |
|
| MMNet |  | 12.97 581 | 2.08 485 | 12.74 524 | 6.98 500 | 6.27 607 | 26.39 643 | 4.73 438 | 23.10 476 | 41.79 649 | 25.48 612 | 32.29 582 | 21.09 529 | 17.79 598 | 19.52 583 | 17.90 594 | 0.19 425 | 0.07 292 | 0.10 438 | 0.00 1 | 0.37 392 | 0.59 483 |
|
| StereoDRNet |  | 15.30 607 | 4.47 583 | 14.35 561 | 10.71 620 | 8.69 659 | 25.02 631 | 11.03 604 | 39.66 677 | 35.62 615 | 29.17 642 | 28.81 519 | 34.05 647 | 17.80 599 | 18.80 571 | 23.77 637 | 0.41 517 | 0.30 551 | 0.15 479 | 0.14 441 | 1.64 583 | 1.42 576 |
|
| DualNet (step1) |  | 12.44 569 | 4.86 591 | 17.49 594 | 5.97 426 | 2.94 405 | 17.57 570 | 8.30 550 | 28.75 545 | 23.91 500 | 24.38 597 | 21.03 426 | 24.64 568 | 17.82 600 | 13.58 469 | 9.82 508 | 6.44 690 | 0.87 638 | 6.62 684 | 7.44 700 | 3.20 628 | 3.11 631 |
|
| test_sample9 |  | 15.04 603 | 4.86 591 | 17.49 594 | 5.97 426 | 2.94 405 | 17.57 570 | 8.30 550 | 28.75 545 | 23.91 500 | 24.38 597 | 21.03 426 | 24.64 568 | 17.82 600 | 20.07 592 | 20.17 607 | 6.44 690 | 36.07 745 | 6.62 684 | 7.44 700 | 3.20 628 | 3.11 631 |
|
| test_sample7 |  | 10.45 520 | 2.24 505 | 9.90 463 | 5.32 371 | 2.01 333 | 14.98 511 | 7.44 540 | 28.75 545 | 23.91 500 | 24.38 597 | 21.03 426 | 24.64 568 | 17.82 600 | 13.58 469 | 9.82 508 | 0.59 553 | 0.87 638 | 0.39 557 | 0.12 430 | 0.66 506 | 0.47 453 |
|
| YMNet |  | 15.91 610 | 5.68 607 | 21.74 634 | 10.94 627 | 8.77 661 | 25.22 633 | 9.21 564 | 32.22 602 | 31.35 570 | 33.81 673 | 38.84 640 | 34.00 644 | 17.83 603 | 19.95 587 | 21.57 614 | 0.87 599 | 1.30 651 | 1.22 630 | 0.91 625 | 1.64 583 | 1.18 565 |
|
| YMNet_1 |  | 15.91 610 | 5.68 607 | 21.74 634 | 10.94 627 | 8.77 661 | 25.22 633 | 9.21 564 | 32.22 602 | 31.35 570 | 33.81 673 | 38.84 640 | 34.00 644 | 17.83 603 | 19.95 587 | 21.57 614 | 0.87 599 | 1.30 651 | 1.22 630 | 0.91 625 | 1.64 583 | 1.18 565 |
|
| DGSMNet |  | 19.79 652 | 12.06 670 | 33.43 669 | 13.79 661 | 16.23 710 | 22.97 612 | 15.88 661 | 35.41 643 | 41.96 651 | 19.90 531 | 32.16 580 | 35.60 656 | 18.14 605 | 29.48 662 | 23.10 634 | 3.85 668 | 3.89 706 | 6.16 680 | 4.75 688 | 13.56 701 | 13.44 712 |
|
| MWDA-net |  | 11.52 546 | 2.17 496 | 13.46 538 | 6.57 475 | 5.24 552 | 16.95 561 | 9.52 572 | 25.26 498 | 34.05 598 | 25.33 610 | 28.86 521 | 17.99 490 | 18.28 606 | 16.58 543 | 7.51 452 | 0.35 494 | 0.37 569 | 0.01 271 | 0.05 344 | 0.46 428 | 1.31 569 |
|
| DRN-Test |  | 15.88 609 | 3.83 571 | 14.70 566 | 9.96 599 | 8.02 649 | 28.93 656 | 14.65 644 | 42.34 691 | 38.25 633 | 28.18 636 | 34.31 609 | 29.22 602 | 18.35 607 | 20.01 590 | 22.68 631 | 0.37 500 | 0.41 575 | 0.46 563 | 0.28 527 | 1.28 566 | 1.34 571 |
|
| HBP-ISP |  | 12.52 572 | 7.82 639 | 8.47 380 | 7.57 530 | 4.27 486 | 12.56 459 | 6.42 503 | 28.68 544 | 29.56 550 | 21.11 558 | 35.69 616 | 15.85 446 | 18.42 608 | 20.44 604 | 11.00 533 | 3.03 660 | 2.63 682 | 7.09 693 | 3.97 681 | 3.58 635 | 2.27 614 |
|
| IER |  | 9.78 493 | 1.55 340 | 9.97 467 | 4.51 292 | 5.23 550 | 13.78 483 | 5.11 450 | 26.66 520 | 22.79 484 | 19.69 528 | 29.45 532 | 16.42 457 | 18.52 609 | 13.64 472 | 7.57 457 | 0.06 353 | 0.03 158 | 0.18 494 | 0.09 405 | 0.18 254 | 0.23 356 |
|
| xyz-stereo |  | 13.23 586 | 0.83 82 | 38.70 678 | 2.53 80 | 0.83 169 | 41.19 704 | 4.82 446 | 13.68 303 | 26.28 527 | 22.98 582 | 37.78 632 | 29.35 604 | 18.53 610 | 18.11 564 | 7.85 469 | 0.22 444 | 0.03 158 | 0.64 583 | 0.01 215 | 0.13 213 | 0.06 144 |
|
| pmcnn |  | 14.59 600 | 3.68 565 | 19.78 623 | 6.83 495 | 4.51 510 | 21.27 601 | 14.67 645 | 27.37 529 | 30.54 564 | 27.09 629 | 40.19 649 | 38.71 668 | 18.53 610 | 17.70 556 | 19.27 600 | 0.84 595 | 0.09 349 | 0.00 1 | 0.00 1 | 0.48 439 | 0.31 401 |
|
| hitnet-ft |   | 12.04 559 | 2.11 489 | 6.14 258 | 7.27 513 | 3.90 461 | 25.98 638 | 3.56 396 | 22.56 467 | 23.74 497 | 20.55 543 | 33.81 605 | 31.59 623 | 18.67 612 | 19.47 582 | 17.20 587 | 0.42 521 | 1.36 655 | 0.35 550 | 0.07 380 | 1.11 554 | 0.86 527 |
|
| HGLStereo |  | 12.72 577 | 2.66 529 | 12.34 518 | 9.93 597 | 7.55 636 | 16.16 544 | 7.45 541 | 31.48 589 | 27.01 534 | 20.01 533 | 35.31 615 | 26.98 593 | 18.90 613 | 17.87 558 | 18.90 599 | 0.33 487 | 0.16 457 | 0.07 396 | 0.05 344 | 0.48 439 | 0.70 505 |
|
| SQANet |  | 21.24 662 | 24.08 714 | 19.60 620 | 26.40 711 | 18.74 714 | 30.87 669 | 9.24 566 | 32.70 608 | 29.58 552 | 25.25 607 | 33.37 598 | 33.47 641 | 19.19 614 | 28.11 655 | 18.32 595 | 10.87 709 | 2.92 690 | 26.49 727 | 5.65 695 | 18.43 719 | 11.48 706 |
|
| Wz-Net-MNSev |  | 18.98 645 | 6.53 620 | 33.16 668 | 10.15 604 | 7.26 632 | 38.37 697 | 16.45 666 | 34.19 627 | 43.20 660 | 30.65 652 | 40.76 651 | 40.51 679 | 19.24 615 | 27.56 649 | 28.06 672 | 0.81 589 | 0.26 536 | 0.05 361 | 0.10 417 | 1.45 576 | 0.84 523 |
|
| DLCB_ROB |  | 13.35 590 | 3.00 545 | 9.12 422 | 9.43 578 | 5.68 580 | 21.80 605 | 10.12 588 | 29.19 555 | 29.92 560 | 27.71 632 | 31.45 571 | 32.37 630 | 19.50 616 | 19.02 574 | 16.73 584 | 0.22 444 | 0.04 183 | 0.38 556 | 0.06 367 | 0.49 448 | 0.85 526 |
|
| CRFU-Net |  | 12.56 573 | 2.89 538 | 11.77 509 | 8.18 549 | 5.80 588 | 24.84 626 | 10.46 600 | 24.56 491 | 13.12 344 | 30.06 649 | 29.37 525 | 29.09 599 | 19.64 617 | 19.96 589 | 18.53 596 | 0.82 590 | 0.48 597 | 0.27 528 | 0.15 450 | 0.53 465 | 0.68 499 |
|
| PWCDC_ROB |   | 17.80 635 | 9.62 649 | 18.38 609 | 17.95 686 | 7.74 641 | 24.61 625 | 5.56 468 | 34.41 632 | 52.79 701 | 29.66 646 | 50.20 696 | 20.63 523 | 19.69 618 | 29.85 664 | 20.87 611 | 6.18 687 | 0.26 536 | 0.10 438 | 0.05 344 | 5.36 658 | 2.00 602 |
|
| MEA-ACV |  | 12.28 564 | 1.36 267 | 13.61 543 | 6.43 464 | 2.02 335 | 15.19 518 | 4.89 448 | 34.22 628 | 39.29 634 | 21.96 569 | 33.02 592 | 21.88 535 | 19.73 619 | 18.03 563 | 11.63 540 | 0.37 500 | 0.29 547 | 0.03 325 | 0.08 389 | 0.43 416 | 1.14 560 |
|
| ADCRef |  | 17.30 627 | 6.73 626 | 42.01 689 | 10.11 602 | 8.78 663 | 26.61 644 | 10.45 596 | 31.29 587 | 32.75 592 | 31.19 654 | 41.62 660 | 18.47 499 | 19.78 620 | 24.29 632 | 34.06 690 | 0.76 578 | 0.42 579 | 2.16 648 | 1.79 656 | 1.23 562 | 1.56 585 |
|
| GwcNet |   | 16.48 615 | 5.23 600 | 20.03 626 | 10.24 608 | 8.48 654 | 28.79 653 | 10.09 586 | 38.60 671 | 44.51 667 | 23.29 587 | 36.95 626 | 31.29 620 | 19.79 621 | 20.42 603 | 25.70 653 | 0.54 545 | 0.72 626 | 0.57 576 | 0.39 570 | 1.37 573 | 2.64 620 |
|
| NaN_ROB |  | 16.51 616 | 6.51 619 | 16.22 584 | 10.53 616 | 4.64 517 | 31.76 671 | 17.78 677 | 37.00 660 | 43.37 661 | 29.68 647 | 31.29 562 | 32.67 636 | 20.32 622 | 28.00 654 | 16.06 578 | 0.38 502 | 0.41 575 | 0.32 546 | 0.41 574 | 0.87 537 | 1.94 600 |
|
| fast-acv-ft |  | 14.25 598 | 4.00 575 | 16.20 583 | 7.51 526 | 5.14 546 | 26.38 642 | 9.77 576 | 24.62 492 | 34.84 609 | 25.30 609 | 37.27 628 | 32.09 628 | 20.38 623 | 18.32 565 | 19.50 603 | 0.36 497 | 0.32 558 | 0.63 581 | 0.47 591 | 1.18 558 | 0.76 513 |
|
| PA-Net |  | 16.29 613 | 6.88 630 | 27.34 648 | 9.88 596 | 11.12 681 | 21.77 604 | 28.15 715 | 32.06 597 | 39.49 635 | 19.99 532 | 27.91 508 | 23.50 556 | 20.59 624 | 20.25 598 | 24.04 640 | 0.24 460 | 2.26 676 | 0.22 514 | 4.59 686 | 1.13 556 | 4.48 653 |
| Zhibo Rao, Mingyi He, Yuchao Dai, Zhelun Shen: Patch Attention Network with Generative Adversarial Model for Semi-Supervised Binocular Disparity Prediction. |
| CBMV_ROB |  | 11.77 554 | 2.89 538 | 6.92 297 | 5.20 359 | 2.88 398 | 14.12 491 | 4.79 442 | 26.69 521 | 29.84 559 | 26.17 620 | 31.92 574 | 23.61 557 | 20.74 625 | 20.20 597 | 10.18 517 | 1.78 635 | 1.80 665 | 2.17 649 | 1.26 647 | 1.61 579 | 0.55 472 |
|
| SuperB |  | 17.60 632 | 6.22 617 | 56.40 720 | 7.91 541 | 5.07 538 | 19.70 589 | 9.03 560 | 24.87 494 | 50.15 696 | 26.25 621 | 39.13 642 | 17.61 482 | 20.84 626 | 22.28 617 | 25.31 649 | 0.70 567 | 0.31 555 | 1.10 622 | 0.71 613 | 16.58 712 | 1.86 595 |
|
| Anonymous_2 |  | 14.95 601 | 6.75 628 | 17.63 599 | 5.45 382 | 7.10 627 | 26.19 639 | 11.58 614 | 18.06 399 | 17.30 413 | 17.61 482 | 15.47 340 | 23.33 553 | 20.95 627 | 20.55 607 | 14.63 565 | 11.05 713 | 12.86 725 | 11.27 706 | 25.12 730 | 11.32 696 | 4.82 657 |
|
| RTSC |  | 19.64 649 | 9.36 645 | 31.06 664 | 10.99 629 | 6.24 605 | 28.10 651 | 10.14 590 | 37.50 665 | 58.34 724 | 31.74 659 | 36.70 623 | 32.50 633 | 21.03 628 | 36.00 691 | 37.24 703 | 1.23 624 | 0.44 586 | 0.12 455 | 0.31 544 | 1.98 596 | 1.69 591 |
|
| SACVNet |  | 13.38 592 | 4.08 576 | 11.41 504 | 11.67 641 | 5.79 587 | 17.28 564 | 9.39 568 | 32.77 609 | 22.29 476 | 28.11 635 | 33.35 597 | 32.48 631 | 21.86 629 | 19.75 585 | 10.28 521 | 1.00 611 | 0.48 597 | 0.85 605 | 0.29 531 | 1.31 570 | 3.08 629 |
|
| Wz-Net-LNSev |  | 18.19 639 | 10.57 659 | 41.33 685 | 10.19 605 | 7.94 647 | 24.29 621 | 15.28 656 | 34.15 625 | 43.38 662 | 32.90 667 | 43.72 673 | 31.94 626 | 22.21 630 | 20.81 609 | 22.26 625 | 0.47 532 | 0.22 505 | 0.00 1 | 0.02 261 | 1.22 561 | 0.94 538 |
|
| DISCO |  | 16.36 614 | 1.88 445 | 16.15 582 | 7.78 538 | 4.19 481 | 26.92 646 | 10.21 592 | 30.31 573 | 44.26 666 | 21.35 563 | 33.91 607 | 35.80 657 | 22.40 631 | 35.65 686 | 33.87 687 | 0.18 421 | 0.08 330 | 0.04 350 | 0.04 314 | 1.71 587 | 0.54 470 |
|
| w-ln-seven |  | 21.04 660 | 9.30 643 | 55.15 718 | 11.32 638 | 9.98 671 | 30.27 664 | 18.05 679 | 37.06 661 | 55.12 712 | 36.70 683 | 43.26 670 | 33.73 643 | 22.90 632 | 22.63 620 | 29.52 675 | 0.39 512 | 0.18 473 | 0.85 605 | 0.16 453 | 2.75 613 | 1.47 579 |
|
| RASNet |  | 11.59 548 | 1.71 401 | 10.36 481 | 6.30 454 | 5.66 579 | 15.48 525 | 6.12 490 | 34.50 633 | 20.86 455 | 16.61 457 | 32.51 584 | 22.04 538 | 23.00 633 | 19.44 581 | 16.15 580 | 0.71 569 | 0.03 158 | 0.05 361 | 0.01 215 | 0.15 228 | 0.13 243 |
|
| APVNet |  | 17.75 634 | 5.46 604 | 20.35 628 | 12.31 649 | 8.40 653 | 30.16 663 | 24.10 704 | 41.14 687 | 30.12 561 | 25.08 605 | 41.09 653 | 31.24 618 | 23.12 634 | 27.07 647 | 27.86 667 | 0.34 491 | 0.56 614 | 3.02 663 | 0.52 597 | 1.68 586 | 1.45 578 |
|
| psm_up |  | 13.18 585 | 1.91 449 | 8.81 396 | 9.59 587 | 5.84 592 | 15.17 517 | 11.37 611 | 38.74 673 | 30.81 568 | 20.66 548 | 30.32 545 | 30.00 610 | 23.12 634 | 19.19 578 | 16.02 577 | 0.58 549 | 0.10 371 | 0.17 489 | 0.01 215 | 0.65 502 | 0.55 472 |
|
| Wz-Net-SNSev |  | 22.67 675 | 16.94 693 | 45.69 694 | 13.85 663 | 8.52 656 | 28.89 655 | 27.06 712 | 39.39 676 | 55.04 710 | 31.77 660 | 53.23 705 | 39.18 671 | 23.41 636 | 26.40 644 | 36.25 695 | 0.78 580 | 0.21 495 | 1.21 628 | 0.90 622 | 3.03 620 | 1.62 587 |
|
| zh-mn7 |  | 21.99 670 | 13.21 675 | 53.55 709 | 10.73 622 | 5.68 580 | 27.38 648 | 14.94 649 | 34.53 634 | 56.55 718 | 40.02 692 | 57.13 716 | 31.28 619 | 23.73 637 | 35.83 688 | 30.28 677 | 0.95 607 | 0.44 586 | 0.22 514 | 0.19 473 | 1.26 565 | 1.86 595 |
|
| XPNet_ROB |  | 17.33 629 | 4.84 589 | 15.44 573 | 11.15 632 | 6.64 612 | 20.88 596 | 16.10 662 | 36.26 652 | 39.54 636 | 31.80 661 | 41.32 655 | 41.30 684 | 23.91 638 | 24.67 633 | 27.40 661 | 1.07 618 | 0.74 628 | 0.79 595 | 0.25 511 | 1.10 553 | 1.31 569 |
|
| DeepPrunerF |  | 19.92 654 | 11.02 666 | 44.29 691 | 20.74 695 | 17.75 712 | 19.19 585 | 22.57 696 | 36.86 659 | 49.93 692 | 25.48 612 | 36.62 622 | 24.69 571 | 23.97 639 | 23.44 626 | 21.79 617 | 2.68 656 | 1.63 663 | 5.70 677 | 3.95 680 | 3.38 633 | 2.67 621 |
|
| CC-Net-ROB |  | 22.04 671 | 22.91 711 | 28.86 652 | 14.05 665 | 8.73 660 | 33.79 680 | 15.26 654 | 46.84 709 | 36.06 618 | 33.72 671 | 32.10 578 | 35.47 655 | 24.02 640 | 23.57 627 | 27.88 668 | 8.95 703 | 2.95 691 | 24.94 724 | 3.68 677 | 12.41 699 | 4.62 655 |
|
| ETE_ROB |  | 17.67 633 | 9.48 648 | 17.66 600 | 13.60 657 | 4.57 513 | 23.03 613 | 21.09 690 | 32.49 605 | 35.24 611 | 30.49 651 | 38.06 635 | 46.18 701 | 24.49 641 | 26.40 644 | 24.21 642 | 0.46 531 | 0.24 524 | 1.14 623 | 0.84 619 | 1.52 577 | 2.13 607 |
|
| LALA_ROB |  | 19.19 646 | 7.15 633 | 15.93 581 | 12.96 653 | 5.30 561 | 28.30 652 | 23.21 702 | 42.51 692 | 36.69 622 | 33.45 669 | 40.81 652 | 50.96 714 | 24.53 642 | 27.92 651 | 25.66 652 | 0.60 554 | 0.44 586 | 2.04 645 | 1.22 645 | 2.54 609 | 1.47 579 |
|
| ACVNet-4b |  | 36.40 724 | 52.20 736 | 56.11 719 | 42.45 731 | 21.78 718 | 48.56 712 | 14.37 642 | 49.50 717 | 60.15 728 | 43.17 701 | 46.38 683 | 55.62 719 | 24.56 643 | 38.15 699 | 21.97 619 | 25.13 728 | 3.66 702 | 46.93 736 | 33.56 736 | 25.97 726 | 17.74 723 |
|
| ADCP+ |  | 18.16 638 | 4.61 585 | 32.94 666 | 9.31 576 | 10.23 674 | 28.87 654 | 11.69 616 | 33.43 617 | 36.49 621 | 29.28 644 | 40.49 650 | 24.18 564 | 24.61 644 | 33.89 674 | 35.33 692 | 0.25 466 | 0.40 574 | 2.00 644 | 1.17 643 | 2.16 603 | 1.87 597 |
|
| DDUNet |  | 22.66 674 | 19.69 704 | 14.64 563 | 24.11 706 | 22.38 720 | 24.84 626 | 17.71 676 | 30.36 574 | 30.32 563 | 29.02 640 | 37.31 629 | 37.63 665 | 24.66 645 | 24.67 633 | 17.08 586 | 18.42 722 | 7.92 721 | 26.43 726 | 11.81 719 | 17.23 714 | 16.95 721 |
|
| PWC_ROB |   | 18.37 640 | 10.55 658 | 25.19 643 | 10.21 606 | 6.29 608 | 23.75 618 | 4.79 442 | 35.93 649 | 48.75 686 | 32.56 665 | 44.46 678 | 34.68 652 | 24.78 646 | 30.99 666 | 25.72 654 | 1.38 629 | 0.08 330 | 1.57 638 | 0.26 517 | 2.18 604 | 3.17 636 |
|
| z-mn7 |  | 21.05 661 | 9.91 651 | 45.96 696 | 11.27 636 | 5.23 550 | 33.41 679 | 15.27 655 | 35.65 646 | 57.07 720 | 26.62 623 | 53.08 704 | 32.21 629 | 24.80 647 | 35.65 686 | 30.93 680 | 0.49 535 | 0.25 532 | 0.55 573 | 0.11 427 | 1.62 580 | 0.90 533 |
|
| RYNet |  | 18.92 644 | 4.69 588 | 16.88 591 | 10.99 629 | 15.84 707 | 46.72 709 | 16.57 668 | 37.84 666 | 48.03 681 | 26.92 624 | 26.48 494 | 37.84 667 | 24.92 648 | 19.80 586 | 31.04 681 | 0.25 466 | 0.25 532 | 0.62 580 | 0.03 290 | 6.34 663 | 6.39 671 |
|
| DMCA-RVC |   | 11.41 543 | 3.32 554 | 11.68 508 | 10.12 603 | 4.81 521 | 11.92 445 | 4.11 415 | 24.67 493 | 23.66 495 | 20.06 536 | 28.51 518 | 26.71 587 | 24.96 649 | 15.95 529 | 14.82 567 | 0.41 517 | 0.34 566 | 0.56 575 | 0.16 453 | 0.72 516 | 0.69 501 |
|
| stereogan |  | 18.62 642 | 3.07 547 | 16.31 587 | 13.04 654 | 9.99 672 | 35.74 686 | 9.09 563 | 38.17 669 | 45.27 672 | 24.39 600 | 41.24 654 | 39.93 675 | 25.46 650 | 31.29 668 | 24.33 644 | 1.80 636 | 0.91 642 | 2.71 660 | 0.75 616 | 5.15 655 | 3.70 637 |
|
| PSMNet-RUCA |  | 24.03 685 | 26.83 717 | 40.96 684 | 35.46 724 | 34.27 730 | 16.24 549 | 9.79 577 | 39.82 679 | 31.45 572 | 31.49 656 | 41.54 659 | 36.82 661 | 26.02 651 | 27.92 651 | 15.09 571 | 11.51 715 | 2.06 669 | 20.58 717 | 8.10 708 | 15.83 710 | 8.74 693 |
|
| FBW_ROB |  | 21.00 659 | 10.23 655 | 22.72 636 | 13.71 659 | 6.77 617 | 30.49 668 | 16.46 667 | 44.58 705 | 43.57 663 | 44.25 705 | 39.59 645 | 43.27 690 | 26.12 652 | 33.96 675 | 21.80 618 | 2.58 655 | 1.84 666 | 7.14 694 | 2.78 669 | 4.00 641 | 4.06 646 |
|
| Syn2CoEx |  | 17.03 624 | 10.40 657 | 25.65 645 | 20.35 692 | 8.02 649 | 26.28 640 | 11.27 608 | 37.16 662 | 32.69 591 | 28.89 639 | 40.17 648 | 29.27 603 | 26.63 653 | 19.19 578 | 17.63 591 | 0.98 609 | 0.54 611 | 1.23 632 | 0.23 495 | 1.82 590 | 2.24 613 |
|
| NCCL2 |  | 17.23 626 | 6.37 618 | 14.30 560 | 23.45 705 | 7.18 629 | 24.16 620 | 17.05 672 | 34.39 631 | 25.88 520 | 31.55 657 | 38.01 634 | 42.09 687 | 26.81 654 | 20.94 610 | 22.69 632 | 0.45 526 | 0.23 513 | 2.63 658 | 1.80 657 | 2.02 600 | 2.57 618 |
|
| NCC-stereo |  | 19.75 650 | 6.08 610 | 23.96 638 | 15.05 673 | 16.17 708 | 18.42 578 | 21.45 691 | 43.31 701 | 41.00 645 | 24.30 595 | 38.12 636 | 34.98 653 | 26.92 655 | 35.46 683 | 25.65 650 | 4.29 672 | 2.07 671 | 3.24 666 | 8.90 710 | 2.86 616 | 2.86 626 |
|
| Abc-Net |  | 19.75 650 | 6.08 610 | 23.96 638 | 15.05 673 | 16.17 708 | 18.42 578 | 21.45 691 | 43.31 701 | 41.00 645 | 24.30 595 | 38.12 636 | 34.98 653 | 26.92 655 | 35.46 683 | 25.65 650 | 4.29 672 | 2.07 671 | 3.24 666 | 8.90 710 | 2.86 616 | 2.86 626 |
| Xing Li, Yangyu Fan, Guoyun Lv, and Haoyue Ma: Area-based Correlation and Non-local Attention Network for Stereo Matching. The Visual Computer |
| ADCPNet |  | 21.93 669 | 9.38 646 | 57.92 722 | 11.76 643 | 6.88 622 | 36.03 687 | 18.44 681 | 32.80 610 | 35.93 616 | 32.91 668 | 43.80 674 | 39.21 672 | 26.99 657 | 31.14 667 | 36.94 700 | 2.05 641 | 2.67 684 | 2.30 652 | 3.45 675 | 4.22 644 | 3.82 639 |
|
| GANet |  | 16.92 623 | 4.32 581 | 12.46 520 | 10.84 626 | 4.24 483 | 23.04 614 | 15.36 658 | 39.91 680 | 34.47 605 | 32.42 664 | 45.10 679 | 40.04 677 | 27.54 658 | 23.61 628 | 20.20 609 | 1.02 614 | 0.08 330 | 0.67 586 | 0.22 486 | 1.87 593 | 0.97 540 |
|
| Nwc_Net |  | 17.98 637 | 4.67 586 | 17.79 604 | 14.26 667 | 11.65 688 | 25.14 632 | 14.88 648 | 40.85 684 | 39.83 639 | 21.07 557 | 43.24 669 | 34.50 650 | 27.64 659 | 26.44 646 | 25.03 646 | 3.22 663 | 0.18 473 | 2.52 657 | 3.18 671 | 1.98 596 | 1.51 581 |
|
| w-ln-seven-2 |  | 17.58 630 | 7.62 637 | 41.78 687 | 11.29 637 | 6.55 611 | 23.49 617 | 14.08 639 | 29.64 563 | 39.85 640 | 28.44 638 | 42.38 663 | 30.45 614 | 27.66 660 | 22.16 616 | 22.15 623 | 0.44 524 | 0.49 600 | 0.65 584 | 0.17 458 | 1.58 578 | 0.81 518 |
|
| RP |  | 17.58 630 | 4.92 595 | 15.27 572 | 15.44 677 | 11.95 691 | 21.05 598 | 11.75 618 | 27.64 532 | 45.09 671 | 22.99 583 | 42.05 662 | 39.39 673 | 27.74 661 | 25.54 639 | 22.33 628 | 5.45 682 | 0.59 616 | 4.33 670 | 1.62 655 | 3.53 634 | 2.86 626 |
|
| RGC |  | 19.90 653 | 13.26 676 | 20.24 627 | 18.19 687 | 14.06 703 | 21.21 599 | 14.33 641 | 34.97 637 | 43.60 664 | 27.73 633 | 41.49 658 | 39.76 674 | 27.98 662 | 34.52 677 | 21.37 612 | 3.66 667 | 0.54 611 | 8.67 698 | 4.16 683 | 4.19 643 | 4.02 645 |
|
| S-Stereo |  | 16.85 619 | 3.95 574 | 20.67 630 | 12.08 647 | 8.91 665 | 21.68 603 | 12.61 626 | 32.20 601 | 44.61 668 | 22.37 574 | 38.42 638 | 29.15 601 | 28.02 663 | 18.58 569 | 22.36 629 | 2.88 658 | 3.11 692 | 0.87 609 | 1.82 658 | 3.58 635 | 9.08 696 |
|
| PDISCO_ROB |  | 24.45 690 | 9.24 642 | 29.28 655 | 28.68 716 | 19.96 715 | 37.14 692 | 15.33 657 | 45.04 707 | 54.69 707 | 29.24 643 | 42.67 664 | 46.07 700 | 28.17 664 | 35.35 680 | 30.30 678 | 9.92 706 | 2.13 673 | 6.90 688 | 3.20 672 | 8.74 680 | 6.87 677 |
|
| MFN_U_SF_DS_RVC |  | 23.92 683 | 13.60 678 | 30.09 659 | 25.46 708 | 10.02 673 | 38.51 698 | 20.40 687 | 35.77 648 | 43.76 665 | 42.15 697 | 47.10 688 | 39.99 676 | 28.20 665 | 35.96 689 | 27.06 658 | 3.64 666 | 3.85 705 | 6.66 687 | 16.30 725 | 4.97 652 | 4.98 659 |
|
| WZ-Net |  | 25.17 693 | 12.95 672 | 63.02 729 | 15.13 675 | 10.42 676 | 38.51 698 | 27.42 714 | 40.46 682 | 54.17 704 | 28.32 637 | 52.95 703 | 40.81 681 | 28.36 666 | 37.07 693 | 41.35 717 | 1.21 623 | 0.21 495 | 0.73 590 | 0.94 628 | 5.42 660 | 3.87 641 |
|
| otaku |  | 33.18 713 | 35.99 728 | 52.93 703 | 40.01 728 | 21.41 717 | 55.08 722 | 17.25 673 | 43.30 700 | 61.58 731 | 39.25 690 | 49.16 693 | 46.61 702 | 28.49 667 | 39.77 706 | 28.76 673 | 18.56 723 | 7.00 719 | 31.82 730 | 9.61 714 | 21.53 723 | 15.48 717 |
|
| STTRV1_RVC |  | 22.05 672 | 18.29 695 | 39.19 679 | 16.73 681 | 23.82 724 | 29.51 660 | 15.66 659 | 34.87 636 | 34.16 602 | 35.00 676 | 34.89 612 | 31.89 625 | 28.80 668 | 28.81 656 | 23.08 633 | 11.86 717 | 3.26 693 | 6.50 683 | 4.65 687 | 14.38 707 | 5.69 661 |
|
| DispFullNet |  | 30.27 709 | 31.74 721 | 58.63 724 | 30.13 719 | 28.18 727 | 31.79 672 | 8.94 559 | 37.16 662 | 54.68 706 | 32.60 666 | 37.99 633 | 44.62 693 | 28.80 668 | 41.55 711 | 27.93 669 | 11.94 718 | 3.46 698 | 35.53 732 | 12.34 720 | 30.08 730 | 17.26 722 |
|
| AF-Net |  | 18.38 641 | 5.60 606 | 14.21 556 | 15.95 678 | 10.78 677 | 22.26 607 | 10.45 596 | 35.39 642 | 50.22 697 | 24.71 601 | 37.77 631 | 41.55 685 | 29.24 670 | 29.11 658 | 26.67 655 | 4.35 674 | 0.06 262 | 4.56 672 | 0.90 622 | 2.42 605 | 1.38 574 |
|
| ccnet |  | 24.02 684 | 16.16 690 | 21.70 633 | 11.83 645 | 17.75 712 | 37.87 695 | 16.18 663 | 45.46 708 | 31.93 580 | 36.99 686 | 46.46 687 | 38.76 670 | 29.52 671 | 37.55 697 | 40.93 715 | 9.20 704 | 6.29 714 | 9.63 701 | 7.71 705 | 11.19 693 | 7.21 683 |
|
| DANet |  | 16.85 619 | 8.00 640 | 26.04 646 | 14.56 671 | 7.25 630 | 20.59 595 | 5.37 456 | 26.22 515 | 26.02 526 | 32.17 663 | 36.00 619 | 37.20 662 | 29.77 672 | 30.75 665 | 24.62 645 | 1.14 621 | 1.34 653 | 2.21 650 | 0.51 596 | 3.18 625 | 4.07 647 |
| Z Ling, K Yang, J Li, Y Zhang, X Gao, L Luo, L Xie: Domain-adaptive modules for stereo matching network. Neurocomputing 2021 |
| SHD |  | 21.32 664 | 10.03 652 | 30.16 660 | 14.30 668 | 8.68 658 | 24.15 619 | 8.93 558 | 40.82 683 | 61.17 729 | 35.79 680 | 44.15 676 | 38.73 669 | 30.20 673 | 33.88 673 | 31.09 682 | 2.00 640 | 0.81 633 | 1.17 624 | 1.55 652 | 4.08 642 | 4.78 656 |
|
| aanetorigin |  | 19.21 647 | 12.59 671 | 53.50 705 | 9.67 588 | 7.83 644 | 11.85 444 | 13.87 637 | 17.05 375 | 34.15 601 | 49.18 712 | 48.89 692 | 34.05 647 | 30.22 674 | 22.86 622 | 28.00 671 | 1.01 613 | 0.75 630 | 0.67 586 | 0.89 621 | 3.07 621 | 4.14 648 |
|
| XQC |  | 24.10 686 | 16.76 692 | 50.68 701 | 21.37 701 | 11.01 679 | 35.24 684 | 18.84 683 | 37.28 664 | 55.11 711 | 31.64 658 | 30.06 543 | 37.71 666 | 30.31 675 | 37.17 694 | 39.66 708 | 4.20 671 | 0.41 575 | 2.76 661 | 1.89 660 | 11.46 697 | 8.42 692 |
|
| MSAF-DinoV2 |  | 20.61 656 | 7.35 634 | 24.41 640 | 11.43 640 | 4.88 524 | 30.12 662 | 16.70 669 | 39.67 678 | 54.27 705 | 22.75 579 | 32.01 576 | 48.05 707 | 30.44 676 | 37.52 696 | 40.45 711 | 0.72 571 | 0.50 602 | 0.44 560 | 1.23 646 | 4.64 647 | 4.54 654 |
|
| UDG |  | 21.45 667 | 14.84 684 | 14.44 562 | 21.30 700 | 20.08 716 | 32.05 674 | 13.76 635 | 35.98 651 | 35.52 614 | 25.93 615 | 30.69 549 | 37.26 663 | 30.66 677 | 21.97 614 | 19.89 606 | 10.88 711 | 5.55 712 | 22.78 722 | 7.65 703 | 14.83 708 | 13.05 711 |
|
| ADCL |  | 21.64 668 | 6.20 614 | 47.32 698 | 9.93 597 | 6.91 624 | 38.69 700 | 19.97 686 | 31.26 585 | 54.04 703 | 27.89 634 | 47.97 689 | 31.35 621 | 30.66 677 | 33.18 672 | 36.62 697 | 0.99 610 | 0.92 643 | 2.63 658 | 1.82 658 | 2.45 606 | 2.13 607 |
|
| GANetREF_RVC |   | 25.41 695 | 29.28 719 | 24.63 641 | 25.18 707 | 6.04 598 | 30.44 666 | 35.39 729 | 47.84 712 | 50.60 698 | 36.88 684 | 36.04 620 | 34.11 649 | 31.23 679 | 37.46 695 | 27.96 670 | 8.58 700 | 2.66 683 | 16.29 712 | 4.95 692 | 14.37 706 | 8.32 691 |
| Zhang, Feihu and Prisacariu, Victor and Yang, Ruigang and Torr, Philip HS: GA-Net: Guided Aggregation Net for End- to-end Stereo Matching. CVPR 2019 |
| FAT-Stereo |  | 16.81 618 | 2.97 543 | 17.56 598 | 9.80 592 | 6.21 601 | 16.12 543 | 13.23 631 | 38.18 670 | 39.67 638 | 27.00 626 | 39.73 647 | 37.55 664 | 31.30 680 | 20.39 602 | 21.52 613 | 3.44 664 | 2.05 668 | 0.81 602 | 1.10 637 | 1.89 594 | 5.72 663 |
|
| CSAN |  | 21.34 665 | 9.45 647 | 23.34 637 | 20.99 697 | 4.95 528 | 32.57 675 | 34.26 725 | 38.83 674 | 49.95 694 | 36.97 685 | 39.72 646 | 44.97 695 | 31.73 681 | 26.05 641 | 23.94 638 | 1.52 630 | 0.47 595 | 0.85 605 | 1.43 650 | 2.73 612 | 2.14 610 |
|
| SANet |  | 20.96 658 | 6.60 622 | 29.81 657 | 8.83 563 | 3.19 418 | 31.27 670 | 20.56 688 | 41.86 690 | 56.09 716 | 39.30 691 | 43.62 671 | 44.95 694 | 31.93 682 | 27.83 650 | 23.67 636 | 0.94 604 | 0.52 609 | 0.99 614 | 0.42 579 | 4.72 649 | 2.03 604 |
|
| G-Net |  | 21.25 663 | 8.24 641 | 37.97 677 | 15.14 676 | 9.26 668 | 50.87 717 | 16.80 671 | 27.96 535 | 30.54 564 | 38.92 688 | 42.93 668 | 33.27 638 | 32.17 683 | 27.99 653 | 25.25 648 | 4.40 676 | 3.83 703 | 3.60 669 | 0.97 631 | 7.91 674 | 6.95 678 |
|
| DStereoO |  | 23.30 680 | 15.58 688 | 13.92 548 | 14.76 672 | 8.35 652 | 16.44 552 | 16.19 664 | 33.98 622 | 39.60 637 | 30.48 650 | 28.08 510 | 31.65 624 | 32.30 684 | 41.39 710 | 27.39 660 | 48.20 742 | 3.83 703 | 28.72 728 | 3.33 674 | 25.98 727 | 5.78 664 |
|
| test_sample8 |  | 17.19 625 | 4.86 591 | 17.49 594 | 5.97 426 | 2.94 405 | 17.57 570 | 8.30 550 | 31.87 593 | 18.55 432 | 33.54 670 | 26.00 484 | 40.64 680 | 32.90 685 | 20.07 592 | 20.17 607 | 6.44 690 | 36.07 745 | 6.62 684 | 7.44 700 | 3.20 628 | 3.11 631 |
|
| PASM |  | 28.19 703 | 17.35 694 | 48.18 699 | 22.49 703 | 22.20 719 | 25.92 637 | 25.84 710 | 34.35 630 | 49.45 690 | 35.37 679 | 39.48 644 | 46.72 703 | 33.36 686 | 34.28 676 | 36.77 698 | 11.73 716 | 14.94 729 | 17.43 715 | 22.18 729 | 13.45 700 | 12.32 710 |
|
| zh-sn7 |  | 23.03 679 | 15.48 687 | 50.25 700 | 14.08 666 | 7.77 643 | 26.71 645 | 23.32 703 | 36.59 655 | 48.43 684 | 33.80 672 | 51.71 700 | 33.34 640 | 33.77 687 | 39.91 707 | 37.07 701 | 0.60 554 | 0.86 636 | 0.54 572 | 0.35 557 | 3.18 625 | 2.85 624 |
|
| AnyNet_C32 |  | 23.37 681 | 13.28 677 | 40.29 682 | 12.36 650 | 11.44 685 | 30.39 665 | 29.15 718 | 31.36 588 | 44.90 670 | 35.36 678 | 48.86 690 | 33.61 642 | 34.20 688 | 43.15 714 | 41.62 720 | 1.27 625 | 1.35 654 | 1.18 626 | 2.58 667 | 4.77 650 | 6.27 669 |
|
| DPSNet |  | 24.40 688 | 6.97 632 | 33.14 667 | 11.16 633 | 6.54 610 | 53.33 720 | 43.32 736 | 51.28 723 | 59.37 727 | 30.89 653 | 39.36 643 | 40.35 678 | 34.30 689 | 32.57 671 | 25.09 647 | 4.65 679 | 1.62 662 | 0.37 554 | 0.66 609 | 8.51 679 | 4.44 652 |
|
| light-stereo |  | 41.36 729 | 29.75 720 | 55.07 716 | 54.98 737 | 49.52 738 | 36.70 689 | 17.57 675 | 46.92 710 | 51.01 700 | 53.58 720 | 54.47 711 | 62.25 732 | 35.15 690 | 48.78 720 | 33.36 684 | 34.63 731 | 26.20 741 | 20.76 718 | 28.59 732 | 46.39 737 | 41.49 743 |
|
| edge stereo |  | 18.75 643 | 5.12 596 | 17.66 600 | 10.77 625 | 7.84 645 | 22.41 609 | 11.03 604 | 35.23 641 | 42.07 653 | 34.62 675 | 42.74 665 | 41.28 683 | 35.50 691 | 25.14 637 | 24.17 641 | 2.42 651 | 2.42 678 | 6.35 682 | 1.45 651 | 2.89 618 | 3.80 638 |
|
| LSM |  | 29.98 706 | 19.52 703 | 55.11 717 | 19.06 691 | 53.75 743 | 32.57 675 | 23.17 701 | 42.61 694 | 48.57 685 | 45.97 708 | 55.04 714 | 42.93 689 | 36.02 692 | 35.63 685 | 27.03 657 | 2.33 646 | 9.19 722 | 4.87 673 | 7.71 705 | 10.65 690 | 27.91 732 |
|
| WCMA_ROB |  | 20.02 655 | 4.30 580 | 19.72 622 | 9.47 583 | 7.00 625 | 32.71 677 | 13.99 638 | 31.97 595 | 32.48 588 | 41.51 696 | 52.00 702 | 44.09 692 | 36.14 693 | 32.43 670 | 24.29 643 | 6.19 688 | 2.79 688 | 1.09 621 | 1.10 637 | 3.95 639 | 3.13 634 |
|
| psmorigin |  | 20.95 657 | 10.24 656 | 35.84 671 | 9.75 590 | 7.05 626 | 24.59 624 | 10.11 587 | 32.85 611 | 32.17 584 | 43.09 700 | 54.57 712 | 42.79 688 | 36.62 694 | 35.99 690 | 27.41 662 | 1.58 631 | 2.72 685 | 0.79 595 | 1.05 634 | 3.26 631 | 6.50 672 |
|
| Ntro |  | 34.97 718 | 37.63 729 | 54.53 713 | 43.26 732 | 22.45 721 | 57.73 728 | 21.97 693 | 47.14 711 | 64.21 738 | 39.12 689 | 48.86 690 | 47.93 706 | 36.94 695 | 40.66 708 | 29.83 676 | 17.16 721 | 6.51 716 | 32.70 731 | 10.17 715 | 24.06 725 | 16.48 720 |
|
| DStereoSA |  | 26.02 697 | 16.00 689 | 36.80 674 | 23.05 704 | 13.50 698 | 27.80 650 | 20.87 689 | 49.24 716 | 58.93 725 | 26.92 624 | 36.89 624 | 29.48 605 | 37.74 696 | 38.81 704 | 26.96 656 | 7.13 696 | 7.34 720 | 15.03 710 | 11.26 718 | 21.25 721 | 15.34 716 |
|
| FC-DCNN |   | 24.37 687 | 10.99 665 | 19.02 614 | 18.44 688 | 9.16 666 | 36.98 691 | 23.07 700 | 40.44 681 | 43.05 659 | 46.25 709 | 53.58 709 | 50.44 711 | 37.86 697 | 35.45 682 | 27.57 664 | 6.87 694 | 3.37 695 | 6.01 678 | 4.88 690 | 7.86 673 | 6.05 666 |
|
| 2222 |  | 30.81 711 | 13.09 673 | 30.89 663 | 39.99 727 | 8.49 655 | 75.42 752 | 89.21 763 | 43.94 704 | 42.75 656 | 35.07 677 | 51.09 697 | 48.39 708 | 37.89 698 | 35.06 679 | 32.24 683 | 8.60 701 | 1.06 648 | 10.36 704 | 1.10 637 | 9.30 683 | 2.28 615 |
|
| SGM_RVC |   | 19.52 648 | 2.12 492 | 6.79 290 | 6.59 476 | 1.33 246 | 38.20 696 | 15.74 660 | 38.13 668 | 34.07 599 | 45.71 707 | 41.91 661 | 51.41 715 | 38.10 699 | 38.77 703 | 27.80 666 | 0.61 558 | 0.36 568 | 0.51 569 | 0.33 552 | 1.03 548 | 0.90 533 |
| Heiko Hirschmueller: Stereo processing by semiglobal matching and mutual information. TPAMI 2008, Volume 30(2), pp. 328-341 |
| FC-DCNN v2 |   | 24.44 689 | 10.97 664 | 18.53 611 | 18.49 689 | 9.18 667 | 37.41 693 | 23.03 699 | 40.91 685 | 43.02 658 | 46.46 710 | 54.06 710 | 50.67 712 | 38.26 700 | 35.41 681 | 27.52 663 | 6.85 693 | 3.38 696 | 6.03 679 | 4.89 691 | 7.82 672 | 5.94 665 |
|
| MSMD_ROB |  | 22.90 677 | 9.64 650 | 14.76 567 | 17.46 684 | 9.88 670 | 34.94 682 | 18.83 682 | 33.67 620 | 37.47 625 | 40.97 695 | 59.80 722 | 45.93 699 | 38.34 701 | 31.74 669 | 23.24 635 | 6.22 689 | 3.58 700 | 8.78 699 | 11.03 717 | 6.76 666 | 5.06 660 |
|
| SAMSARA |  | 34.43 717 | 18.53 696 | 31.91 665 | 55.34 738 | 35.34 731 | 75.99 754 | 94.71 773 | 47.97 713 | 50.84 699 | 37.47 687 | 36.99 627 | 53.12 717 | 38.55 702 | 39.56 705 | 38.65 706 | 3.59 665 | 5.40 711 | 2.22 651 | 3.72 678 | 9.43 684 | 9.29 698 |
|
| AnyNet_C01 |  | 29.76 705 | 25.78 715 | 75.37 748 | 17.03 682 | 11.34 683 | 49.00 714 | 27.12 713 | 37.99 667 | 40.05 642 | 40.73 694 | 65.13 734 | 46.98 704 | 38.86 703 | 46.63 717 | 48.19 732 | 2.14 642 | 2.13 673 | 2.13 647 | 2.56 666 | 8.14 676 | 7.98 690 |
|
| FCDSN-DC |  | 25.59 696 | 14.91 685 | 18.83 613 | 28.55 715 | 15.68 706 | 39.29 701 | 18.16 680 | 42.83 698 | 41.69 648 | 44.43 706 | 51.94 701 | 50.82 713 | 39.22 704 | 34.59 678 | 27.29 659 | 6.05 686 | 3.63 701 | 7.01 691 | 6.41 696 | 10.35 687 | 10.17 703 |
| Dominik Hirner, Friedrich Fraundorfer: FCDSN-DC: An accurate but lightweight end-to-end trainable neural network for stereo estimation with depth completion. |
| Wz-Net-TNSev |  | 25.12 691 | 20.16 705 | 57.98 723 | 9.56 585 | 7.42 635 | 42.73 705 | 22.27 694 | 35.14 639 | 53.46 702 | 35.97 682 | 42.74 665 | 45.83 697 | 39.87 705 | 36.56 692 | 34.73 691 | 1.82 637 | 1.51 660 | 0.76 592 | 1.34 649 | 5.84 662 | 6.80 675 |
|
| AANet |  | 25.23 694 | 25.90 716 | 70.86 743 | 8.25 553 | 6.82 619 | 24.45 622 | 10.96 602 | 32.18 598 | 56.29 717 | 56.40 722 | 51.41 699 | 47.70 705 | 40.20 706 | 25.76 640 | 35.38 693 | 2.68 656 | 0.32 558 | 0.99 614 | 0.43 582 | 3.80 638 | 3.92 644 |
|
| ADCS |  | 26.20 698 | 13.71 680 | 46.90 697 | 14.51 670 | 10.34 675 | 30.46 667 | 22.72 698 | 42.81 697 | 57.61 723 | 42.58 698 | 49.37 694 | 41.91 686 | 40.43 707 | 41.90 712 | 44.58 725 | 2.37 648 | 2.19 675 | 2.37 655 | 3.29 673 | 7.32 668 | 6.52 673 |
|
| MFN_U_SF_RVC |  | 28.16 702 | 14.14 682 | 53.23 704 | 21.11 698 | 7.91 646 | 39.97 702 | 13.13 630 | 51.65 726 | 46.34 674 | 47.41 711 | 53.38 706 | 55.32 718 | 40.53 708 | 38.47 702 | 39.74 709 | 5.67 685 | 4.46 708 | 6.98 690 | 8.73 709 | 7.47 669 | 7.44 686 |
|
| EDNetEfficient |  | 25.16 692 | 22.23 710 | 77.22 750 | 9.09 570 | 7.38 633 | 19.38 586 | 16.78 670 | 21.41 452 | 55.74 715 | 61.52 740 | 53.51 708 | 36.22 658 | 40.65 709 | 24.22 630 | 38.27 705 | 0.62 561 | 0.74 628 | 0.86 608 | 2.60 668 | 7.70 670 | 7.09 680 |
|
| DStereoFS |  | 26.88 699 | 21.28 709 | 29.50 656 | 18.65 690 | 12.35 693 | 29.13 659 | 13.04 628 | 50.34 721 | 47.29 679 | 35.95 681 | 44.38 677 | 36.32 659 | 41.02 710 | 51.90 731 | 33.82 686 | 7.92 698 | 5.83 713 | 15.86 711 | 9.22 712 | 17.41 716 | 16.41 719 |
|
| MeshStereo |   | 22.27 673 | 6.87 629 | 11.15 497 | 7.69 533 | 4.87 523 | 37.70 694 | 13.06 629 | 41.64 689 | 36.95 624 | 50.92 715 | 53.41 707 | 58.12 720 | 41.93 711 | 37.73 698 | 27.62 665 | 2.52 654 | 2.37 677 | 2.99 662 | 2.07 663 | 3.09 622 | 2.60 619 |
| C. Zhang, Z. Li, Y. Cheng, R. Cai, H. Chao, Y. Rui: MeshStereo: A Global Stereo Model with Mesh Alignment Regularization for View Interpolation. ICCV 2015 |
| ADCMid |  | 22.76 676 | 10.75 661 | 41.73 686 | 11.23 634 | 7.97 648 | 27.26 647 | 19.18 685 | 35.44 645 | 38.02 632 | 40.23 693 | 46.38 683 | 36.56 660 | 42.70 712 | 38.20 700 | 40.75 712 | 1.77 634 | 1.43 657 | 3.05 664 | 3.81 679 | 4.96 651 | 3.82 639 |
|
| RTS |  | 30.15 707 | 23.12 712 | 96.33 772 | 16.71 679 | 11.63 686 | 58.66 730 | 24.28 706 | 36.80 657 | 62.63 734 | 43.79 703 | 46.10 681 | 32.56 634 | 43.90 713 | 51.29 727 | 40.92 713 | 2.38 649 | 0.66 622 | 1.06 617 | 0.74 614 | 5.11 653 | 4.34 650 |
|
| RTSA |  | 30.15 707 | 23.12 712 | 96.33 772 | 16.71 679 | 11.63 686 | 58.66 730 | 24.28 706 | 36.80 657 | 62.63 734 | 43.79 703 | 46.10 681 | 32.56 634 | 43.90 713 | 51.29 727 | 40.92 713 | 2.38 649 | 0.66 622 | 1.06 617 | 0.74 614 | 5.11 653 | 4.34 650 |
|
| RainbowNet |  | 51.25 734 | 62.74 745 | 64.52 733 | 60.13 739 | 39.00 735 | 58.72 732 | 30.83 720 | 57.31 737 | 79.18 760 | 50.24 713 | 65.35 736 | 60.13 726 | 44.25 715 | 49.47 721 | 41.16 716 | 46.52 741 | 46.06 751 | 52.72 740 | 31.78 734 | 52.33 742 | 32.47 733 |
|
| noway2 |  | 74.71 759 | 90.43 768 | 85.90 761 | 97.74 776 | 97.22 776 | 94.18 764 | 92.52 768 | 66.52 744 | 48.92 687 | 58.77 727 | 65.91 738 | 67.36 741 | 45.41 716 | 83.64 769 | 72.50 760 | 55.41 746 | 22.41 736 | 84.02 768 | 82.92 767 | 94.52 773 | 87.99 767 |
|
| SGM-ForestM |  | 23.72 682 | 2.44 514 | 9.13 424 | 7.43 521 | 2.25 352 | 44.80 708 | 19.11 684 | 44.90 706 | 49.97 695 | 50.74 714 | 51.18 698 | 62.06 731 | 45.83 717 | 44.96 716 | 33.88 688 | 1.00 611 | 0.84 635 | 0.78 593 | 0.62 606 | 1.29 567 | 1.11 556 |
|
| noway4 |  | 74.62 758 | 91.86 775 | 85.77 759 | 97.70 773 | 97.19 772 | 94.22 766 | 92.58 769 | 68.60 748 | 46.92 678 | 58.36 725 | 65.60 737 | 66.12 738 | 45.85 718 | 82.06 766 | 72.24 758 | 55.66 749 | 22.34 735 | 83.90 767 | 82.70 765 | 94.62 777 | 88.03 770 |
|
| noway1 |  | 74.77 760 | 91.57 774 | 86.02 762 | 97.71 774 | 97.21 774 | 94.20 765 | 92.74 772 | 69.33 753 | 46.43 675 | 59.06 729 | 67.16 740 | 67.16 740 | 46.18 719 | 81.93 764 | 71.95 755 | 55.60 748 | 22.27 733 | 83.80 766 | 82.63 763 | 94.55 774 | 87.99 767 |
|
| zzzz4 |  | 74.77 760 | 91.56 773 | 86.05 763 | 97.71 774 | 97.21 774 | 94.17 763 | 92.72 771 | 69.35 754 | 46.54 676 | 59.08 730 | 66.81 739 | 67.12 739 | 46.23 720 | 82.00 765 | 72.06 756 | 55.59 747 | 22.27 733 | 83.79 765 | 82.64 764 | 94.55 774 | 88.00 769 |
|
| coex-ft |  | 30.77 710 | 38.58 730 | 93.29 771 | 9.44 581 | 5.62 576 | 34.95 683 | 25.30 709 | 30.83 579 | 59.36 726 | 73.23 753 | 58.53 719 | 45.92 698 | 47.29 721 | 29.44 661 | 45.30 727 | 1.37 627 | 1.65 664 | 0.95 612 | 0.96 630 | 8.35 678 | 4.96 658 |
|
| noway3 |  | 74.99 762 | 90.45 769 | 85.80 760 | 97.80 777 | 97.20 773 | 94.24 767 | 92.62 770 | 67.11 746 | 49.01 688 | 58.50 726 | 67.79 742 | 67.58 742 | 47.37 722 | 84.57 770 | 72.20 757 | 55.91 751 | 21.87 732 | 84.27 769 | 82.78 766 | 94.57 776 | 88.19 772 |
|
| LE_ROB |  | 22.93 678 | 3.07 547 | 14.02 551 | 7.70 534 | 2.86 396 | 31.99 673 | 17.35 674 | 28.10 539 | 67.19 744 | 70.51 749 | 55.61 715 | 49.07 709 | 47.62 723 | 24.76 636 | 36.49 696 | 0.35 494 | 0.20 487 | 0.27 528 | 0.55 601 | 0.48 439 | 0.44 445 |
|
| Consistency-Raft |  | 41.82 730 | 35.10 726 | 44.56 693 | 32.85 722 | 41.39 736 | 46.76 710 | 34.76 726 | 57.01 735 | 54.94 709 | 32.10 662 | 65.22 735 | 30.82 615 | 48.46 724 | 40.81 709 | 48.77 733 | 27.39 729 | 34.28 743 | 42.92 734 | 51.66 747 | 39.28 733 | 27.28 729 |
|
| ACVNet_1 |  | 41.30 728 | 49.46 733 | 64.91 734 | 44.67 733 | 25.07 725 | 49.43 716 | 25.23 708 | 55.33 733 | 65.87 741 | 59.72 732 | 59.33 720 | 63.43 733 | 48.79 725 | 49.63 722 | 37.09 702 | 19.05 724 | 9.82 723 | 38.29 733 | 13.97 723 | 28.67 728 | 18.23 725 |
|
| EDNetEfficientorigin |  | 28.98 704 | 35.45 727 | 99.82 782 | 9.43 578 | 5.65 578 | 24.97 629 | 14.79 646 | 26.06 512 | 54.82 708 | 60.87 736 | 57.59 717 | 45.42 696 | 50.27 726 | 26.11 642 | 43.62 722 | 0.30 481 | 0.37 569 | 1.61 639 | 2.35 665 | 10.17 686 | 9.99 702 |
|
| TCMNet-wrong-test |  | 76.74 764 | 91.47 772 | 89.31 766 | 97.64 772 | 97.35 777 | 94.87 771 | 92.51 767 | 69.78 755 | 65.29 739 | 63.44 744 | 71.10 748 | 65.66 736 | 51.44 727 | 85.29 771 | 74.70 764 | 56.06 752 | 20.22 730 | 83.11 764 | 82.39 762 | 95.02 778 | 88.18 771 |
|
| ELAS |   | 33.68 715 | 18.95 699 | 36.71 673 | 20.64 693 | 13.61 700 | 56.43 723 | 35.14 728 | 50.03 720 | 49.90 691 | 60.58 735 | 63.83 729 | 58.64 723 | 53.36 728 | 50.73 725 | 44.44 724 | 11.03 712 | 6.58 717 | 10.02 702 | 7.43 699 | 13.58 703 | 11.94 708 |
| A. Geiger, M. Roser, R. Urtasun: Efficient large-scale stereo matching. ACCV 2010 |
| ELAS_RVC |   | 33.79 716 | 19.15 701 | 35.97 672 | 21.28 699 | 13.79 702 | 52.58 718 | 36.11 730 | 48.96 715 | 55.66 714 | 61.47 739 | 62.91 725 | 58.35 722 | 53.55 729 | 53.37 733 | 42.23 721 | 11.25 714 | 6.64 718 | 10.32 703 | 7.05 698 | 13.56 701 | 11.58 707 |
| A. Geiger, M. Roser, R. Urtasun: Efficient large-scale stereo matching. ACCV 2010 |
| MonStereo1 |  | 45.10 733 | 33.36 723 | 54.69 714 | 33.57 723 | 31.94 729 | 43.06 707 | 17.79 678 | 49.52 718 | 56.61 719 | 50.97 716 | 64.04 730 | 70.09 744 | 53.57 730 | 49.77 724 | 53.19 739 | 53.87 745 | 14.08 728 | 54.69 742 | 35.89 737 | 41.66 734 | 39.69 739 |
|
| MSC_U_SF_DS_RVC |  | 37.16 725 | 34.69 724 | 53.68 710 | 37.47 726 | 12.55 696 | 56.80 726 | 22.63 697 | 52.02 728 | 63.29 736 | 66.20 745 | 63.82 728 | 58.12 720 | 53.73 731 | 51.21 726 | 46.48 728 | 8.79 702 | 5.31 710 | 14.69 709 | 15.22 724 | 17.27 715 | 9.21 697 |
|
| nnnnnnn |  | 37.22 726 | 18.53 696 | 51.33 702 | 29.86 718 | 22.80 722 | 49.41 715 | 28.20 716 | 51.87 727 | 63.79 737 | 57.33 724 | 57.97 718 | 61.44 730 | 54.02 732 | 46.85 718 | 44.78 726 | 12.26 719 | 11.63 724 | 21.92 720 | 18.67 727 | 23.42 724 | 18.25 726 |
|
| mmmmmm |  | 35.75 723 | 20.78 707 | 43.60 690 | 32.22 721 | 11.70 689 | 54.99 721 | 40.99 733 | 50.73 722 | 61.37 730 | 52.56 718 | 62.08 724 | 61.33 729 | 54.14 733 | 49.70 723 | 41.49 718 | 7.05 695 | 6.48 715 | 21.85 719 | 16.89 726 | 17.85 717 | 7.25 684 |
|
| PVD |  | 33.19 714 | 18.59 698 | 37.64 676 | 26.09 709 | 16.99 711 | 33.25 678 | 42.25 735 | 51.42 724 | 66.03 742 | 52.65 719 | 64.31 732 | 51.93 716 | 55.13 734 | 51.61 729 | 40.40 710 | 4.00 670 | 3.51 699 | 9.53 700 | 4.26 685 | 10.62 689 | 23.56 727 |
|
| anonymity |  | 52.32 735 | 58.23 740 | 63.91 730 | 41.12 730 | 59.25 747 | 53.27 719 | 41.04 734 | 55.69 734 | 40.20 643 | 54.85 721 | 49.49 695 | 49.13 710 | 55.48 735 | 59.07 736 | 49.65 736 | 55.86 750 | 50.03 757 | 51.00 738 | 51.08 745 | 51.71 740 | 56.36 747 |
|
| BEATNet-Init1 |  | 35.08 720 | 20.64 706 | 54.70 715 | 27.43 713 | 12.00 692 | 58.29 729 | 31.01 721 | 52.58 729 | 57.49 722 | 60.36 734 | 62.98 726 | 69.98 743 | 55.54 736 | 53.00 732 | 44.40 723 | 4.61 678 | 2.84 689 | 7.05 692 | 6.89 697 | 10.97 691 | 8.94 695 |
|
| SGM+DAISY |  | 54.67 738 | 56.61 737 | 62.73 728 | 40.21 729 | 53.22 741 | 61.95 736 | 48.59 739 | 55.05 732 | 44.62 669 | 61.03 738 | 63.68 727 | 60.46 727 | 55.62 737 | 60.68 739 | 55.34 741 | 56.34 753 | 48.56 754 | 50.16 737 | 49.63 744 | 52.25 741 | 56.76 749 |
|
| MANE |  | 31.97 712 | 10.75 661 | 17.71 603 | 20.94 696 | 13.77 701 | 47.80 711 | 26.85 711 | 53.00 730 | 55.20 713 | 59.29 731 | 64.30 731 | 64.93 735 | 56.31 738 | 51.83 730 | 38.69 707 | 9.61 705 | 4.72 709 | 6.91 689 | 19.93 728 | 9.20 681 | 7.64 688 |
|
| SPS-STEREO |   | 55.62 739 | 59.14 741 | 64.16 731 | 45.05 734 | 53.84 744 | 59.88 733 | 44.00 737 | 59.53 739 | 49.94 693 | 62.33 741 | 61.09 723 | 59.80 725 | 56.82 739 | 60.06 737 | 57.85 742 | 58.41 754 | 48.34 753 | 51.07 739 | 49.21 743 | 55.41 744 | 56.48 748 |
| K. Yamaguchi, D. McAllester, R. Urtasun: Efficient Joint Segmentation, Occlusion Labeling, Stereo and Flow Estimation. ECCV 2014 |
| MADNet+ |  | 53.31 736 | 68.61 748 | 98.75 779 | 67.03 743 | 37.58 733 | 79.83 760 | 81.74 761 | 60.38 740 | 61.61 732 | 51.43 717 | 54.92 713 | 61.11 728 | 59.29 740 | 69.66 747 | 76.71 767 | 23.88 726 | 24.03 739 | 17.08 714 | 12.35 721 | 32.47 731 | 27.69 731 |
|
| TARStereo |  | 35.03 719 | 6.66 623 | 53.51 706 | 17.65 685 | 13.57 699 | 62.89 737 | 34.81 727 | 54.50 731 | 73.03 752 | 60.35 733 | 70.08 746 | 70.73 747 | 59.30 741 | 42.50 713 | 36.82 699 | 5.37 681 | 2.76 686 | 4.88 674 | 5.21 693 | 11.04 692 | 14.87 715 |
|
| 1111 |  | 35.35 721 | 14.93 686 | 53.93 711 | 27.14 712 | 12.37 694 | 61.63 734 | 39.20 731 | 49.99 719 | 68.32 748 | 56.44 723 | 59.67 721 | 59.55 724 | 61.57 742 | 60.20 738 | 41.53 719 | 4.52 677 | 2.57 680 | 7.28 695 | 3.67 676 | 11.59 698 | 10.88 705 |
|
| PWCK |  | 65.90 747 | 88.63 767 | 79.40 753 | 80.32 756 | 29.96 728 | 63.85 740 | 39.45 732 | 72.07 760 | 71.26 750 | 78.74 761 | 68.99 744 | 77.82 753 | 61.77 743 | 82.81 767 | 62.64 749 | 80.17 766 | 39.88 747 | 81.90 759 | 47.37 742 | 73.54 758 | 37.51 736 |
|
| NVStereoNet_ROB |  | 41.93 732 | 32.40 722 | 44.55 692 | 36.60 725 | 27.78 726 | 34.52 681 | 32.38 722 | 48.84 714 | 57.18 721 | 69.34 748 | 75.62 753 | 66.07 737 | 64.86 744 | 47.34 719 | 60.78 745 | 15.72 720 | 23.99 738 | 23.40 723 | 32.06 735 | 21.34 722 | 23.86 728 |
| Nikolai Smolyanskiy, Alexey Kamenev, Stan Birchfield: On the Importance of Stereo for Accurate Depth Estimation: An Efficient Semi-Supervised Deep Neural Network Approach. Arxiv |
| fsdfsdds |  | 35.69 722 | 13.66 679 | 60.06 726 | 26.26 710 | 11.24 682 | 48.92 713 | 24.22 705 | 51.47 725 | 65.36 740 | 59.05 728 | 70.33 747 | 71.49 748 | 67.02 745 | 38.26 701 | 47.05 731 | 5.50 683 | 4.38 707 | 18.73 716 | 9.47 713 | 9.25 682 | 12.18 709 |
|
| JetBlue |  | 54.08 737 | 45.10 732 | 74.15 746 | 51.17 735 | 47.68 737 | 75.66 753 | 60.97 746 | 63.63 741 | 62.09 733 | 63.32 743 | 64.88 733 | 78.86 754 | 68.17 746 | 68.15 745 | 75.09 766 | 36.86 732 | 24.88 740 | 29.01 729 | 29.12 733 | 28.71 729 | 34.13 735 |
|
| Selective-IGEV-i1pa |  | 56.65 741 | 73.08 753 | 56.50 721 | 29.63 717 | 14.87 705 | 94.58 770 | 46.49 738 | 80.65 769 | 87.08 768 | 88.18 772 | 87.03 768 | 74.01 750 | 68.51 747 | 94.68 778 | 74.38 763 | 45.10 740 | 26.62 742 | 26.16 725 | 13.27 722 | 19.40 720 | 32.71 734 |
|
| MFMNet_re |  | 72.05 751 | 79.64 760 | 64.23 732 | 52.73 736 | 84.71 762 | 77.93 756 | 68.35 750 | 63.96 742 | 66.93 743 | 61.00 737 | 71.29 749 | 63.84 734 | 68.91 748 | 72.42 754 | 61.11 746 | 82.03 770 | 74.22 770 | 80.34 756 | 74.44 756 | 83.62 766 | 89.34 773 |
|
| TorneroNet-64 |  | 65.66 746 | 70.70 750 | 71.20 744 | 76.52 748 | 59.70 749 | 66.78 742 | 58.05 744 | 67.53 747 | 80.00 761 | 62.67 742 | 67.40 741 | 83.09 761 | 69.42 749 | 67.34 742 | 62.05 748 | 48.31 744 | 44.07 750 | 72.93 748 | 63.88 749 | 68.05 748 | 53.58 746 |
|
| UHP |  | 41.87 731 | 19.06 700 | 60.12 727 | 27.43 713 | 12.63 697 | 70.81 746 | 34.22 724 | 59.42 738 | 75.69 754 | 74.87 755 | 79.69 757 | 82.71 760 | 70.96 750 | 61.86 740 | 53.09 738 | 7.13 696 | 2.49 679 | 8.14 697 | 4.21 684 | 18.30 718 | 14.61 714 |
|
| DPSimNet_ROB |  | 74.29 757 | 83.27 765 | 59.30 725 | 77.19 749 | 65.13 752 | 75.14 749 | 74.95 757 | 73.99 762 | 76.94 758 | 81.99 763 | 75.48 752 | 80.18 758 | 71.76 751 | 67.39 743 | 84.00 772 | 81.87 769 | 51.14 758 | 79.99 754 | 76.70 759 | 70.17 751 | 79.21 764 |
|
| JetRed |  | 79.55 768 | 79.88 762 | 91.52 769 | 71.05 745 | 75.80 761 | 91.66 762 | 80.11 760 | 79.14 768 | 80.44 762 | 84.35 768 | 84.23 763 | 83.38 762 | 72.48 752 | 79.43 760 | 85.44 773 | 69.33 759 | 81.58 771 | 73.66 749 | 72.56 752 | 82.35 763 | 72.60 762 |
|
| ACVNet_2 |  | 57.39 742 | 61.72 744 | 72.56 745 | 66.35 742 | 38.29 734 | 61.93 735 | 48.64 740 | 71.64 758 | 81.91 763 | 79.28 762 | 88.72 770 | 76.25 751 | 72.87 753 | 54.33 734 | 46.74 730 | 37.13 733 | 23.36 737 | 54.52 741 | 37.80 738 | 46.22 736 | 27.59 730 |
|
| TorneroNet |  | 71.21 749 | 73.44 754 | 75.82 749 | 80.82 757 | 65.65 753 | 70.53 745 | 64.39 749 | 71.42 757 | 75.97 756 | 71.47 750 | 73.68 751 | 84.17 764 | 74.00 754 | 69.85 748 | 69.09 752 | 59.37 755 | 48.19 752 | 79.67 753 | 73.51 755 | 74.93 759 | 68.26 759 |
|
| IMH-64-1 |  | 59.25 743 | 58.09 738 | 67.69 738 | 66.06 740 | 50.51 739 | 56.45 724 | 49.45 741 | 68.83 749 | 67.75 745 | 67.58 746 | 80.37 758 | 70.15 745 | 74.28 755 | 72.16 752 | 48.94 734 | 42.00 737 | 42.87 748 | 65.57 744 | 47.02 740 | 51.52 738 | 37.76 737 |
|
| IMH-64 |  | 59.25 743 | 58.09 738 | 67.69 738 | 66.06 740 | 50.51 739 | 56.45 724 | 49.45 741 | 68.83 749 | 67.75 745 | 67.58 746 | 80.37 758 | 70.15 745 | 74.28 755 | 72.16 752 | 48.94 734 | 42.00 737 | 42.87 748 | 65.57 744 | 47.02 740 | 51.52 738 | 37.76 737 |
|
| Selective-IGEV-i16pa |  | 56.08 740 | 59.75 742 | 69.90 741 | 21.43 702 | 14.80 704 | 97.01 773 | 29.83 719 | 86.97 772 | 94.48 776 | 85.76 769 | 93.21 771 | 81.88 759 | 74.46 757 | 96.71 780 | 79.25 770 | 30.92 730 | 13.32 726 | 16.91 713 | 7.73 707 | 15.59 709 | 51.73 745 |
|
| UNDER WATER-64 |  | 73.11 755 | 74.48 755 | 87.70 764 | 74.03 746 | 55.20 745 | 78.24 757 | 75.71 758 | 65.33 743 | 67.91 747 | 75.60 757 | 69.32 745 | 84.41 765 | 76.93 758 | 68.43 746 | 72.45 759 | 81.18 768 | 56.77 762 | 82.46 760 | 80.34 760 | 68.22 749 | 67.48 758 |
|
| ktn |  | 72.58 754 | 80.06 763 | 69.96 742 | 79.14 753 | 69.86 758 | 75.40 751 | 70.43 755 | 69.01 751 | 76.90 757 | 72.88 752 | 77.46 754 | 77.43 752 | 77.41 759 | 72.78 755 | 55.00 740 | 79.09 763 | 65.99 765 | 80.09 755 | 68.29 750 | 71.46 755 | 62.98 753 |
|
| IMH |  | 62.95 745 | 60.33 743 | 67.78 740 | 69.51 744 | 53.65 742 | 65.09 741 | 54.21 743 | 72.00 759 | 73.28 753 | 72.49 751 | 81.93 760 | 72.96 749 | 79.81 760 | 76.65 758 | 51.41 737 | 43.57 739 | 49.82 756 | 67.81 746 | 51.14 746 | 54.83 743 | 40.67 740 |
|
| WAO-7 |  | 72.21 753 | 78.21 756 | 54.04 712 | 79.33 754 | 69.31 757 | 70.20 744 | 72.09 756 | 77.85 767 | 84.90 766 | 77.35 758 | 86.03 764 | 79.37 756 | 79.88 761 | 65.32 741 | 65.33 751 | 62.33 756 | 69.70 768 | 70.51 747 | 73.21 753 | 67.23 747 | 62.02 752 |
|
| KSHMR |  | 88.54 773 | 93.03 776 | 83.31 756 | 95.54 770 | 91.74 769 | 82.37 761 | 83.41 762 | 84.43 771 | 81.99 764 | 87.89 770 | 84.05 762 | 91.94 774 | 81.33 762 | 76.34 757 | 81.76 771 | 96.44 780 | 96.14 777 | 96.69 781 | 97.12 780 | 92.52 772 | 92.67 780 |
|
| LRCNet_RVC |  | 73.59 756 | 69.80 749 | 74.41 747 | 77.63 750 | 60.56 750 | 40.33 703 | 15.08 652 | 71.04 756 | 48.36 683 | 88.07 771 | 94.62 774 | 90.11 773 | 81.83 763 | 80.58 763 | 61.26 747 | 97.12 781 | 72.30 769 | 96.65 780 | 97.58 781 | 77.13 760 | 77.30 763 |
|
| UNDER WATER |  | 75.92 763 | 79.25 759 | 87.75 765 | 84.39 759 | 66.43 754 | 77.08 755 | 77.22 759 | 66.90 745 | 72.16 751 | 75.32 756 | 71.56 750 | 85.89 771 | 82.15 764 | 70.11 749 | 74.99 765 | 79.34 765 | 53.61 759 | 86.40 771 | 84.53 770 | 71.29 754 | 72.11 761 |
|
| LVE |  | 71.50 750 | 72.46 751 | 83.91 758 | 75.21 747 | 55.29 746 | 74.81 747 | 62.76 748 | 77.22 764 | 83.77 765 | 82.09 764 | 87.11 769 | 83.38 762 | 82.41 765 | 75.93 756 | 64.49 750 | 48.28 743 | 57.24 763 | 74.61 750 | 62.53 748 | 65.49 745 | 61.01 751 |
|
| RSGM-EC |  | 88.03 771 | 67.44 746 | 53.54 707 | 84.82 760 | 87.13 763 | 94.34 768 | 92.20 765 | 94.86 778 | 98.29 778 | 95.56 778 | 98.06 778 | 85.65 767 | 83.07 766 | 79.52 761 | 79.00 768 | 95.80 777 | 97.66 778 | 91.52 776 | 95.19 778 | 95.05 779 | 91.80 778 |
|
| acva |  | 88.03 771 | 67.44 746 | 53.54 707 | 84.82 760 | 87.13 763 | 94.34 768 | 92.20 765 | 94.86 778 | 98.29 778 | 95.56 778 | 98.06 778 | 85.65 767 | 83.07 766 | 79.52 761 | 79.00 768 | 95.80 777 | 97.66 778 | 91.52 776 | 95.19 778 | 95.05 779 | 91.80 778 |
|
| WAO-6 |  | 70.64 748 | 73.02 752 | 66.25 735 | 79.92 755 | 61.74 751 | 68.74 743 | 59.08 745 | 75.27 763 | 87.02 767 | 74.72 754 | 79.40 756 | 79.19 755 | 84.60 768 | 67.70 744 | 60.53 744 | 67.85 757 | 48.88 755 | 81.48 757 | 73.29 754 | 65.57 746 | 58.60 750 |
|
| notaker |  | 72.18 752 | 79.78 761 | 78.84 752 | 78.75 752 | 68.52 755 | 63.26 739 | 61.68 747 | 69.22 752 | 75.95 755 | 77.58 759 | 78.85 755 | 79.69 757 | 84.79 769 | 77.39 759 | 58.43 743 | 69.68 760 | 60.79 764 | 77.46 752 | 68.48 751 | 69.62 750 | 64.92 756 |
|
| WAO-8 |  | 76.87 765 | 78.41 757 | 66.45 736 | 86.81 763 | 72.47 759 | 79.27 758 | 68.59 752 | 77.75 765 | 89.01 770 | 83.09 766 | 86.98 765 | 85.87 769 | 84.97 770 | 72.12 750 | 69.11 753 | 74.93 761 | 55.23 760 | 87.79 774 | 83.50 768 | 70.47 752 | 64.56 754 |
|
| Venus |  | 76.87 765 | 78.41 757 | 66.45 736 | 86.81 763 | 72.47 759 | 79.27 758 | 68.59 752 | 77.75 765 | 89.01 770 | 83.09 766 | 86.98 765 | 85.87 769 | 84.97 770 | 72.12 750 | 69.11 753 | 74.93 761 | 55.23 760 | 87.79 774 | 83.50 768 | 70.48 753 | 64.56 754 |
|
| ASD4 |  | 87.72 770 | 90.49 770 | 83.85 757 | 83.29 758 | 90.74 768 | 97.88 775 | 99.60 781 | 88.98 773 | 96.82 777 | 88.24 773 | 93.42 772 | 89.82 772 | 86.15 772 | 88.78 773 | 91.81 774 | 79.31 764 | 81.76 772 | 76.68 751 | 81.50 761 | 83.55 765 | 81.68 765 |
|
| HanzoNet |  | 77.61 767 | 81.11 764 | 82.83 754 | 77.82 751 | 69.15 756 | 75.25 750 | 69.06 754 | 73.49 761 | 77.84 759 | 82.19 765 | 82.80 761 | 85.42 766 | 86.67 773 | 85.99 772 | 73.64 762 | 85.24 774 | 68.38 767 | 81.71 758 | 75.47 758 | 71.98 756 | 66.24 757 |
|
| MADNet++ |  | 94.16 779 | 94.02 777 | 90.25 767 | 96.28 771 | 96.84 771 | 97.17 774 | 90.16 764 | 94.71 777 | 91.69 772 | 97.07 780 | 93.71 773 | 94.62 776 | 92.63 774 | 96.15 779 | 95.18 778 | 95.42 776 | 95.89 776 | 92.80 778 | 92.23 777 | 92.10 771 | 94.30 782 |
|
| Dean |  | 80.72 769 | 85.82 766 | 83.27 755 | 84.91 762 | 59.53 748 | 75.11 748 | 68.39 751 | 81.59 770 | 88.05 769 | 92.41 774 | 86.98 765 | 92.41 775 | 93.02 775 | 83.11 768 | 73.31 761 | 68.01 758 | 66.13 766 | 94.82 779 | 84.66 771 | 83.28 764 | 69.50 760 |
|
| xxxxx1 |  | 91.92 775 | 95.33 778 | 98.45 776 | 87.29 765 | 89.24 765 | 98.50 776 | 98.17 778 | 92.95 774 | 93.21 773 | 93.55 775 | 95.36 775 | 96.99 777 | 96.28 776 | 94.65 775 | 94.94 775 | 83.26 771 | 84.17 773 | 82.90 761 | 88.32 774 | 85.49 768 | 89.37 774 |
|
| tt_ll |  | 91.92 775 | 95.33 778 | 98.45 776 | 87.29 765 | 89.24 765 | 98.50 776 | 98.17 778 | 92.95 774 | 93.21 773 | 93.55 775 | 95.36 775 | 96.99 777 | 96.28 776 | 94.65 775 | 94.94 775 | 83.26 771 | 84.17 773 | 82.90 761 | 88.32 774 | 85.49 768 | 89.37 774 |
|
| ff |  | 91.92 775 | 95.33 778 | 98.45 776 | 87.29 765 | 89.24 765 | 98.50 776 | 98.17 778 | 92.95 774 | 93.21 773 | 93.55 775 | 95.36 775 | 96.99 777 | 96.28 776 | 94.65 775 | 94.94 775 | 83.26 771 | 84.17 773 | 82.90 761 | 88.32 774 | 85.49 768 | 89.37 774 |
|
| test_example2 |  | 99.68 786 | 99.99 786 | 99.99 785 | 100.00 788 | 99.99 787 | 99.86 782 | 99.99 784 | 98.29 781 | 100.00 786 | 100.00 787 | 100.00 785 | 98.15 781 | 98.39 779 | 99.98 785 | 99.98 784 | 100.00 786 | 99.99 785 | 99.40 783 | 99.53 784 | 100.00 789 | 100.00 790 |
|
| MEDIAN_ROB |  | 99.19 780 | 99.84 784 | 99.62 781 | 98.49 778 | 98.51 782 | 98.58 779 | 97.81 777 | 98.80 782 | 98.56 780 | 99.36 784 | 99.49 781 | 99.56 785 | 99.06 780 | 98.35 781 | 98.31 780 | 99.99 785 | 99.63 782 | 100.00 785 | 100.00 786 | 99.81 785 | 99.95 788 |
|
| USTest |  | 93.52 778 | 90.92 771 | 77.74 751 | 87.90 768 | 92.63 770 | 100.00 783 | 100.00 785 | 99.79 784 | 99.80 783 | 99.21 783 | 99.52 782 | 98.03 780 | 99.15 781 | 89.52 774 | 99.31 782 | 90.37 775 | 98.47 780 | 84.34 770 | 87.43 773 | 84.58 767 | 91.71 777 |
|
| PML |  | 99.19 780 | 100.00 789 | 98.08 775 | 99.28 781 | 99.53 783 | 100.00 783 | 99.73 782 | 98.24 780 | 99.44 782 | 100.00 787 | 99.57 783 | 98.76 782 | 99.84 782 | 100.00 788 | 98.88 781 | 100.00 786 | 99.54 781 | 100.00 785 | 99.50 783 | 99.90 786 | 93.55 781 |
|
| ccccc |  | 99.71 787 | 98.19 783 | 100.00 787 | 100.00 788 | 100.00 788 | 99.32 781 | 99.81 783 | 99.79 784 | 99.22 781 | 99.63 786 | 98.80 780 | 99.69 786 | 99.91 783 | 99.95 784 | 99.99 785 | 100.00 786 | 100.00 786 | 99.97 784 | 99.90 785 | 100.00 789 | 100.00 790 |
|
| HaxPig |  | 99.40 782 | 99.99 786 | 97.38 774 | 100.00 788 | 100.00 788 | 96.91 772 | 97.35 775 | 99.59 783 | 99.99 785 | 100.00 787 | 100.00 785 | 99.99 790 | 99.99 784 | 99.04 782 | 97.77 779 | 100.00 786 | 100.00 786 | 100.00 785 | 100.00 786 | 100.00 789 | 99.99 789 |
|
| zzzzzz3 |  | 99.49 783 | 97.94 782 | 99.82 782 | 99.33 782 | 98.16 781 | 100.00 783 | 100.00 785 | 100.00 787 | 100.00 786 | 100.00 787 | 100.00 785 | 99.45 783 | 100.00 785 | 100.00 788 | 100.00 788 | 98.12 782 | 100.00 786 | 100.00 785 | 100.00 786 | 98.05 782 | 98.96 783 |
|
| zzzz2 |  | 100.00 793 | 100.00 789 | 100.00 787 | 100.00 788 | 100.00 788 | 100.00 783 | 100.00 785 | 100.00 787 | 100.00 786 | 100.00 787 | 100.00 785 | 100.00 792 | 100.00 785 | 100.00 788 | 100.00 788 | 100.00 786 | 100.00 786 | 100.00 785 | 100.00 786 | 100.00 789 | 100.00 790 |
|
| zzz1 |  | 99.50 784 | 97.89 781 | 99.99 785 | 99.33 782 | 98.15 780 | 100.00 783 | 100.00 785 | 100.00 787 | 100.00 786 | 100.00 787 | 100.00 785 | 99.45 783 | 100.00 785 | 100.00 788 | 100.00 788 | 98.12 782 | 100.00 786 | 100.00 785 | 100.00 786 | 98.05 782 | 98.97 784 |
|
| noway5 |  | 100.00 793 | 100.00 789 | 100.00 787 | 100.00 788 | 100.00 788 | 100.00 783 | 100.00 785 | 100.00 787 | 100.00 786 | 100.00 787 | 100.00 785 | 100.00 792 | 100.00 785 | 100.00 788 | 100.00 788 | 100.00 786 | 100.00 786 | 100.00 785 | 100.00 786 | 100.00 789 | 100.00 790 |
|
| fast-reg |  | 100.00 793 | 100.00 789 | 100.00 787 | 100.00 788 | 100.00 788 | 100.00 783 | 100.00 785 | 100.00 787 | 100.00 786 | 100.00 787 | 100.00 785 | 100.00 792 | 100.00 785 | 100.00 788 | 100.00 788 | 100.00 786 | 100.00 786 | 100.00 785 | 100.00 786 | 100.00 789 | 100.00 790 |
|
| iinet-test |  | 99.97 791 | 100.00 789 | 100.00 787 | 99.84 786 | 99.86 785 | 100.00 783 | 100.00 785 | 100.00 787 | 100.00 786 | 100.00 787 | 100.00 785 | 100.00 792 | 100.00 785 | 100.00 788 | 100.00 788 | 100.00 786 | 100.00 786 | 100.00 785 | 100.00 786 | 99.93 787 | 99.85 787 |
|
| IINet |  | 99.97 791 | 100.00 789 | 100.00 787 | 99.84 786 | 99.87 786 | 100.00 783 | 100.00 785 | 100.00 787 | 100.00 786 | 100.00 787 | 100.00 785 | 100.00 792 | 100.00 785 | 100.00 788 | 100.00 788 | 100.00 786 | 100.00 786 | 100.00 785 | 100.00 786 | 99.93 787 | 99.84 786 |
|
| Hybrid-DGEV |  | 100.00 793 | 100.00 789 | 100.00 787 | 100.00 788 | 100.00 788 | 100.00 783 | 100.00 785 | 100.00 787 | 100.00 786 | 100.00 787 | 100.00 785 | 100.00 792 | 100.00 785 | 100.00 788 | 100.00 788 | 100.00 786 | 100.00 786 | 100.00 785 | 100.00 786 | 100.00 789 | 100.00 790 |
|
| RAFT-FEzeroshot |  | 100.00 793 | 100.00 789 | 100.00 787 | 100.00 788 | 100.00 788 | 100.00 783 | 100.00 785 | 100.00 787 | 100.00 786 | 100.00 787 | 100.00 785 | 100.00 792 | 100.00 785 | 100.00 788 | 100.00 788 | 100.00 786 | 100.00 786 | 100.00 785 | 100.00 786 | 100.00 789 | 100.00 790 |
|
| RAFT-FE |  | 100.00 793 | 100.00 789 | 100.00 787 | 100.00 788 | 100.00 788 | 100.00 783 | 100.00 785 | 100.00 787 | 100.00 786 | 100.00 787 | 100.00 785 | 100.00 792 | 100.00 785 | 100.00 788 | 100.00 788 | 100.00 786 | 100.00 786 | 100.00 785 | 100.00 786 | 100.00 789 | 100.00 790 |
|
| FlowAnything |  | 100.00 793 | 100.00 789 | 100.00 787 | 100.00 788 | 100.00 788 | 100.00 783 | 100.00 785 | 100.00 787 | 100.00 786 | 100.00 787 | 100.00 785 | 100.00 792 | 100.00 785 | 100.00 788 | 100.00 788 | 100.00 786 | 100.00 786 | 100.00 785 | 100.00 786 | 100.00 789 | 100.00 790 |
|
| Selective-RAFT-Error |  | 100.00 793 | 100.00 789 | 100.00 787 | 100.00 788 | 100.00 788 | 100.00 783 | 100.00 785 | 100.00 787 | 100.00 786 | 100.00 787 | 100.00 785 | 100.00 792 | 100.00 785 | 100.00 788 | 100.00 788 | 100.00 786 | 100.00 786 | 100.00 785 | 100.00 786 | 100.00 789 | 100.00 790 |
|
| Anonymous_1 |  | 99.65 785 | 99.95 785 | 99.93 784 | 99.80 785 | 99.60 784 | 100.00 783 | 100.00 785 | 99.82 786 | 99.98 784 | 99.62 785 | 99.94 784 | 99.75 787 | 100.00 785 | 99.66 783 | 99.88 783 | 98.45 784 | 99.84 783 | 98.73 782 | 99.26 782 | 99.41 784 | 99.36 785 |
|
| tt |  | 89.96 774 | 1.02 145 | 100.00 787 | 99.40 784 | 100.00 788 | 100.00 783 | 100.00 785 | 100.00 787 | 100.00 786 | 78.36 760 | 67.94 743 | 99.99 790 | 100.00 785 | 100.00 788 | 100.00 788 | 95.81 779 | 99.93 784 | 87.43 772 | 86.39 772 | 95.11 781 | 87.89 766 |
|
| CasAABBNet |  | 100.00 793 | 100.00 789 | 100.00 787 | 100.00 788 | 100.00 788 | 100.00 783 | 100.00 785 | 100.00 787 | 100.00 786 | 100.00 787 | 100.00 785 | 100.00 792 | 100.00 785 | 100.00 788 | 100.00 788 | 100.00 786 | 100.00 786 | 100.00 785 | 100.00 786 | 100.00 789 | 100.00 790 |
|
| LSM0 |  | 100.00 793 | 100.00 789 | 100.00 787 | 100.00 788 | 100.00 788 | 100.00 783 | 100.00 785 | 100.00 787 | 100.00 786 | 100.00 787 | 100.00 785 | 100.00 792 | 100.00 785 | 100.00 788 | 100.00 788 | 100.00 786 | 100.00 786 | 100.00 785 | 100.00 786 | 100.00 789 | 100.00 790 |
|
| DPSMNet_ROB |  | 99.95 789 | 100.00 789 | 100.00 787 | 100.00 788 | 100.00 788 | 100.00 783 | 100.00 785 | 100.00 787 | 100.00 786 | 99.15 782 | 100.00 785 | 99.96 788 | 100.00 785 | 99.99 786 | 99.99 785 | 100.00 786 | 100.00 786 | 100.00 785 | 100.00 786 | 100.00 789 | 100.00 790 |
|
| DGTPSM_ROB |  | 99.95 789 | 100.00 789 | 100.00 787 | 100.00 788 | 100.00 788 | 100.00 783 | 100.00 785 | 100.00 787 | 100.00 786 | 99.14 781 | 100.00 785 | 99.96 788 | 100.00 785 | 99.99 786 | 99.99 785 | 100.00 786 | 100.00 786 | 100.00 785 | 100.00 786 | 100.00 789 | 100.00 790 |
|
| DPSM_ROB |  | 100.00 793 | 100.00 789 | 100.00 787 | 100.00 788 | 100.00 788 | 100.00 783 | 100.00 785 | 100.00 787 | 100.00 786 | 100.00 787 | 100.00 785 | 100.00 792 | 100.00 785 | 100.00 788 | 100.00 788 | 100.00 786 | 100.00 786 | 100.00 785 | 100.00 786 | 100.00 789 | 100.00 790 |
|
| DPSM |  | 100.00 793 | 100.00 789 | 100.00 787 | 100.00 788 | 100.00 788 | 100.00 783 | 100.00 785 | 100.00 787 | 100.00 786 | 100.00 787 | 100.00 785 | 100.00 792 | 100.00 785 | 100.00 788 | 100.00 788 | 100.00 786 | 100.00 786 | 100.00 785 | 100.00 786 | 100.00 789 | 100.00 790 |
|
| AVERAGE_ROB |  | 99.80 788 | 99.99 786 | 99.40 780 | 100.00 788 | 100.00 788 | 98.99 780 | 97.72 776 | 100.00 787 | 100.00 786 | 100.00 787 | 100.00 785 | 100.00 792 | 100.00 785 | 100.00 788 | 100.00 788 | 100.00 786 | 100.00 786 | 100.00 785 | 100.00 786 | 100.00 789 | 100.00 790 |
|
| FADE |  | | 35.07 725 | | 32.15 720 | 23.61 723 | | | 57.09 736 | 71.09 749 | 43.02 699 | | 43.42 691 | | 58.81 735 | | 37.95 734 | 21.02 731 | 44.59 735 | 42.77 739 | 17.09 713 | 15.50 718 |
|